JNNCE | Jawaharlal Nehru National College of Engineering, Shivamogga

#	Program Educational Objectives
PEO - 1	Design, develop and solve engineering problems related to IT field.
PEO - 2	Pursue careers in industry, academic and in the field of Research & Development.
PEO - 3	Meet the growing challenges of cutting edge technologies and social needs.

#	Program Specific Outcomes
PSO - 1	Ability to understand and analyse the Information technology problems.
PSO - 2	Design and develop solutions for computational problems using software.

#	Program Outcomes
PO - 1	Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization to the solution of complex engineering problems.
PO - 2	Identify, formulate, review research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.
PO - 3	Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.
PO - 4	Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
PO - 5	Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex engineering activities with an understanding of the limitations.
PO - 6	Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.
PO - 7	Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
PO - 8	Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
PO - 9	Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
PO - 10	Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
PO - 11	Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.
PO - 12	Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.

Department Advisory Board/Committee

.

The department Academic advisory committee comprises HOD, senior faculties, an external academician, two members from industry, alumni member and student members. The goal of Department Advisory Board (DBA) is creating a bridge between industry and academics, considering the latest requirements of the industry and incorporating necessary components in the curriculum as much as possible.

Sl.No	Name with designation	Category
1	Dr. R Sanjeev Kunte Professor & HOD Department of Information Science and Engineering, JNNCE, Shimoga. e-mail:sanjeevkunte@jnnce.ac.in Ph No: 9880496262	Academician
2	Dr. Jyothi K Professor Department of Information Science and Engineering, JNNCE, Shimoga. e-mail: jyothik@jnnce.ac.in Ph No: 8722723730	Academician
3	Dr. Raghavendra R .J Associate Professor Department of Information Science and Engineering, JNNCE, Shimoga. e-mail: raghavendra.r.j@jnnce.ac.in Ph No: 9900999488	Academician
4	Mr. Sayed Aftab Ahamed Assistant Professor, Department of Information Science and Engineering, JNNCE, Shimoga. e-mail: afis037@jnnce.ac.in Ph No: 9986117135	Academician
5	Dr. Prasanna Kumar H R Professor & Head Department of Information Science Engineering PESITM, Sagar Road, Shimoga Email: hodise@pestrust.edu.in Ph No: 8884093472	External Academician
6	Mrs. Rashmi Suryanarayan Associate Director, EY GDS, RMZ infinity, old Madras Road, Bangalore e-mail: Rashmi.praveenbhat@gmail.com Ph No: 9916471234	Industry
7	Mr. Nitish J Prabhu Senior Development Engineer (SDE2) Games24x7, Bangalore e-mail: nitiprabhu@gmail.com Ph No: 9008080844	Industry
8	Ms. Priyanka H S Middle ware Validation Engineer, Intel Technologies India Pvt. Ltd., Belanduru, Bangalore Email: hspriyanka98@gmail.com mailto:jayanthkl@gmail.com Ph No: 9241527455	Alumni
9	Mr. Sanketh Kashyap K.R. Final Year Student Department of Information Science and Engineering JNNCE, Shimoga. e-mail: krsk.skkr@gmail.com Ph No: 8722643556	Student
10	Ms.Akshatha J.S Pre Final Year Student Department of Information Science and Engineering JNNCE, Shimoga. e-mail: jsakshatha4@gmail.com Ph No: 9731151504	Student

Program Assessment Committee– PAC is constituted to assess the academic process of the program. The following are the roles of the Program Assessment Committee:

Contribute in the Teaching Learning Process of the program
Suggest the additional assessment techniques other than CIE
Verify the course and program attainment process
Verify the action plans and their attainment in each course

PAC Committee Members:

Dr. R Sanjeev Kunte, Professor & HOD, Department of ISE, JNNCE, Shimoga.

Dr. Jyothi K, Professor, Department of ISE, JNNCE, Shimoga.

Mr. H K Pradeep, Assoc. Professor, Department of ISE, JNNCE, Shimoga.

Dr. Raghavendra R J, Assoc. Professor, Department of ISE, JNNCE, Shimoga.

Mr. Sayed Aftab Ahamed, Asst. Professor, Department of ISE, JNNCE, Shimoga.

Mrs. G V Sowmya, Asst. Professor, Department of ISE, JNNCE, Shimoga.

Mr. M Pavan, Asst. Professor, Department of ISE, JNNCE, Shimoga.

Mr. Girish Mantha, Asst. Professor, Department of ISE, JNNCE, Shimoga.

Details on Lab facilities

Laboratory Name

Equipment Details

ISE-LAB1

(70.56 Sq.mt.)

Number of System : 27

HP Elite Desktop Core i5@3.20Ghz, 8 GB RAM,350GB HDD

PROCOM ON-LINE UPS 7.5 KVA

LCD DLP Projector

ISE-LAB2

(91.25 Sq.mt)

Number of System : 27

Acer Desktop: Core i5@3.20Ghz, 8 GB RAM,500GB HDD

5 KVA UPS

LED Projector

ISE-LAB3

(84 Sq.mt.)

Number of System : 27

HP System : HP 280 i7 DT CI7 / 8 GB RAM / 1 TB HDD, 18.5" LED Monitor

ON-LINE UPS 10 KVA

LED Projector

ISE-LAB4

(74 Sq.mt.)

Number of System : 32

HP System: HP 280 i7-8700 8th Generation Desktop PC,8GB RAM /1TB HDD, 18.5" LED Monitor

ON-LINE UPS 10 KVA

LED Projector

ISE-LAB5

(74 Sq.mt)

Number of System : 35

AMD Ryzen S 5600 G Processor, Mother Board 845, 8 GB DDR4 RAM,18.5” Acer Monitor.

ON-LINE UPS 15 KVA

LED Projector

Project Lab

(15 Sq.mt.)

HP System: HP 280 i7-8700 8th Generation Desktop PC,8GB RAM /1TB HDD, 18.5" LED Monitor

Additional Facilities in the Department

Sl.no.	Facilities Provided in the Department	Details
1.	Assembly Lab	Laboratory is envisaged to understand integration of different components of computer such as Processor, Mother Board, SMPS, RAM, HDD which facilitates the experience in PC assembly.
2.	Any Desk	AnyDesk's high-performance Remote Desktop Software which enables latency-free Desktop Sharing, stable Remote Control and fast and secure Data Transmission between devices for conducting the Mobile Application Development Laboratory session via Virtual Mode.
3.	Bootstrap Framework	Framework used for creating responsive web pages.
4.	Cloud based Database Design Tool	This tool is used to create and configure backend for developing database applications.
5.	Control Panel for Web Lab	It is a tool that enables student to login and develop web programs. It has interface for developing HTML pages programming PHP and perl scripts and interfacing with mysql database.
6.	Oracle Form Developer Tool	It is the easiest tool that enables the students create a front- end GUI for SQL Database Projects.
7.	e-Journal Downloading Facility	It facilitates and improves the Student learning process, Research zeal and Project activities. (Springer Nature, IEEE, Elsevier, ASME, ASCE, Taylor & Francis, etc.)
8.	Seminar Hall	Fully equipped seminar hall with Computer, Projector, White Board, Fans, AC, chairs, Microphone, Speaker. It is useful to bridge gap between academic and industry curriculum (To present technical talks/ project seminars/ research papers/ workshops/ Seminars/Conferences/Technical activities/ Extracurricular activities and to upgrade students to industry standard Extracurricular activities.

Classroom:

Department has six spacious classrooms with adequate seating capacity. Each classroom is equipped with Computer system, LED/LCD Projector with screen facility for Audio/ Visual purpose.

Department Library:

The department library has required curriculum textbooks. Project and seminar reports

Seminar/Auditorium facility:

Well-equipped seminar hall with 80+ seating arrangement is exclusively available for our department use.

Teaching Faculty

SL. NO	NAME	QUALIFICATION	DESIGNATION	DOJ	EXPERIENCE	NATURE OF ASSOCIATION	PROFILE	EMAIL-ID
1	Dr. Sanjeev Kunte R	B.E(CSE) M.Tech (CSE) Ph.D.(Information Security, Pattern Recognition and Image Processing)	Professor and Head	22.12.1997	26	Regular	Click Here	sanjeevkunte@jnnce.ac.in hod_ise@jnnce.ac
2	Dr. Jyothi. K	B.E(CSE), M.Tech (CSE), Ph.D.(Computer Vision & Pattern Recognition)	Professor	28.06.2004	24	Regular	Click Here	jyothik@jnnce.ac.in
3	H. K. Pradeep	B.E(E&C), M.Tech(CS&E)	Associate Professor	01.08.1990	33	Regular	Click Here	pradeep.hk@jnnce.ac.in
4	Rashmi. R	B.E(CSE,) M.Tech (CSE)	Associate Professor	23.04.2001	22	Regular	Click Here	rashmiinduraj@jnnce.ac.in
5	Dr. Raghavendra. R. J	B.E(CSE) , M.Sc (Engg) by Research, Ph.D., (Information Security)	Associate Professor	22.10.1998	25	Regular	Click Here	raghavendra.r.j@jnnce.ac.in,
6	Dr. Pavan Kumar. M. P.	B.E.(ISE), M.Sc. (Engg.) Ph.D., (Image Processing)	Associate Professor	02.08.2010	14	Regular	Click Here	pavankumarmp@jnnce.ac.in
7	Dr. Samara Mubeen	B.E(CSE), M.Tech (CSE), Ph.D., (E-commerce)	Assistant Professor	15.10.1998	25	Regular	Click Here	samaramubeen@jnnce.ac.in
8	Vishwas. C. G. M	B.E(CSE), M.Tech (C S & E) (Ph.D)	Assistant Professor	01.09.2003	20	Regular	Click Here	vishawascgm@jnnce.ac.in
9	G V Sowmya	B.E(E&C), M.Tech(NIE) (Ph.D)	Assistant Professor	07.08.2006	20	Regular	Click Here	gvsowmya@jnnce.ac.in
10	Sudeep Manohar	B.E(ISE), M.Tech (C S & E) (Ph.D)	Assistant Professor	01.02.2019	17	Regular	Click Here	sudeepmanohar@jnnce.ac.in
11	Sayed Aftab Ahamed	B.E.(ISE), M.Tech.(CSE), (Ph.D.,)	Assistant Professor	01.08.2008	15	Regular	Click Here	afis037@jnnce.ac.in
12	Sathyanarayana. K. B.	B.E(CSE), M.Tech (NIE)	Assistant Professor	13.08.2008	15	Regular	Click Here	sathyanarayanakb@jnnce.ac.in
13	Akshay. M. J	B.E.(ISE), M.Tech(CSE)(Ph.D)	Assistant Professor	03.08.2009	14	Regular	Click Here	akshaymj@jnnce.ac.in
14	Pavan. M	B.E.(ISE), M.Tech (CSE) (Ph.D)	Assistant Professor	07.09.2009	14	Regular	Click Here	pmadhvesh@jnnce.ac.in
15	Sharath Kumar. S. R	B.E.(CSE), M.Tech (CSE)	Assistant Professor	05.02.2010	14	Regular	Click Here	sharathkumarsr@jnnce.ac.in
16	Chethan G. S.	B.E(E&C), M.Tech (NIE) (Ph.D)	Assistant Professor	02.08.2010	13	Regular	Click Here	chethan.gs@jnnce.ac.in
17	Suchethana. H. C	B.E.(CSE), M.Tech (CSE)	Assistant Professor	02.08.2010	14	Regular	Click Here	suchethanahc@jnnce.ac.in
18	Prathima. L	B.E.(ISE), M.Tech (CSE)	Assistant Professor	06.08.2010	13	Regular	Click Here	lprathima5787@jnnce.ac.in
19	Dr. Deepa. V. B	AMIE(CSE), M.Tech (CSE), Ph.D., (Computer Networks)	Assistant Professor	23.09.2010	13	Regular	Click Here	jnndvb@jnnce.ac.in
20	Girish Mantha	B.E.(ISE), M.Tech (CSE), (Ph.D)	Assistant Professor	25.09.2009	16	Regular	Click Here	girish.mantha@jnnce.ac.in
21	Aruna Kumar. P	B.E.(CSE), M.Tech (CSE), (Ph.D)	Assistant Professor	20.04.2012	13	Regular	Click Here	arunkumarp@jnnce.ac.in
22	Manasa S.M	B.E(CSE), M.Tech(CSE)	Assistant Professor	2/11/2023	0.6	Regular	Click here	manasasm@jnnce.ac.in
23	Thara K.L	B.E(CSE), M.Tech(CSE)	Assistant Professor	15/11/2023	11	Regular	Click here	thara@jnnce.ac.in

Technical Staff

#	NAME	QUALIFICATION	DESIGNATION	EXP IN YRS	Email ID
1	Usha B.	MCA	Instructor	18	usha.b@jnnce.ac.in
2	Anil Kumar	B Sc	Instructor	16	shimogaanil@jnnce.ac.in
3	Pavan V D	Dip.CSE	Instructor	13	pavanvd@jnnce.ac.in
4	Raghavendra K	Dip.CSE	Instructor	13	ragenigs@jnnce.ac.in
5	Pallavi Baliga J P	Dip.CSE	Instructor	13	pallavibaliga@jnnce.ac.in

Supporting Staff

#	NAME	DESIGNATION	EXP IN YRS
1	Beerappa N	Lab Assistant	29
2	Yuvaraja D Y	Attender (Sl. Gr.)	23

Name of the forum: INSIGHT

Office bearers : Mrs. G.V.Soumya and Mr. Chethan G.S.

Scope & objectives:

Creating platform for students to exhibit their curricular and extra-curricular talent by conducting various activities under department forum INSIGHT. This will inculcate communication, teamwork, courage, presentation skills and leadership qualities in the students.

Activities carried out and photo gallery
INSIGHT - Click here to View
Kaushalya Deepa 2022-23 - Click here to View
Kaushalya Deepa 2021-22 - Click here to View
Kaushalya Deepa 2018-19 - Click here to View
Kaushalya Deepa 2017-18 - Click here to View

Dept Forum Newsletter/Magazine

Sl. No.	Name of the Newsletter	Periodicity	Editorial board		Publisher
Sl. No.	Name of the Newsletter	Periodicity	Student Name	USN	Publisher
1	KaushalyaDeepa	Yearly (2016-17)	Krishna Kumar H N	4JN13IS047	Department of ISE, JNNCE
			N S SwarnaNadig	4JN13IS054
			Arshad Khan Afridi	4JN13IS026
			Archana J V	4JN13IS021
			Deepa Shankar	4JN13IS038
			Jhanavi B M	4JN13IS045
			Nagaraj Hegde	4JN13IS055
2	KaushalyaDeepa	Yearly (2017-18)	ShashankGUpadhya,	4JN14IS093	Department of ISE, JNNCE
			Sharadhi M A	4JN14IS092
			Prajna N H	4JN14IS066
			Pranathi K R	4JN14IS070
3	KaushalyaDeepa	Yearly (2018-19)	Prajna Suresh	4JN15IS065	Department of ISE, JNNCE
			Samartha H M	4JN17IS075
			N G Anudeep Bhat	4JN17IS113
			Megha S P	4JN15IS065
4	Kaushalya Deepa	Yearly (2020-21)	Shreya Hebbar	4JN17IS082	Department of ISE, JNNCE
			Tasmiya Mansoor	4JN18IS109
			Mohammed Faizan Ahamed	4JN19IS406
5	Kaushalya Deepa	Yearly (2021-22)	Tasmiya Mansoor	4JN18IS109	Department of ISE, JNNCE
5	Kaushalya Deepa	Yearly (2021-22)	Mohammed Faizan Ahamed	4JN19IS406	Department of ISE, JNNCE
6	Kaushalya Deepa	Yearly (2022-23)	Srikanta Datta Kashyap A P	4JN19IS101	Department of ISE, JNNCE
			Sumith	4JN19IS106
			Spoorthi J	4JN19IS098
			Sharvani S	4JN19IS086

List of Meritorious awards

Parent of our student Late Arpitha S, yearly sponsoring cash prizes of Rs.5000/- for toppers of 3rd year students.

Projects selected for funding by KSCST for the year 2022-23:

No

Project Proposal Reference Number

Year

Topic

Student Name with USN

Guide

1

46S-BE-2052

2023

MUSIC RECOMMENDER FOR COVID-19 PATIENTS USING FACIAL EMOTION

Mr. DHANUSH NAVUDA K R

Mr. NIKHIL J SANU

Mr. PARIKSHITH J

Mr. PRAMOD R NADIG

Dr. JYOTHI K

2

46S-BE-1628

2023

PNEUMONIA DETECTION IN COVID AFFECTED PATIENTS

Ms. CHETHANA L

Ms. ASHA S M

Ms. BHAVANA K S

Ms. CHAITHRA T M

Mr. SAYED AFTAB AHAMED

Mr. GIRISH MANTHA

Project Selected for Exhibition (2022-23)

Sl_No.	Students Name	Title	Guide	Area
1	Ruchitha P Sarji Nandan Telkar K Satwik Pai	IoT based Automatic Vehicle dim & Dip	Dr. Samara Mubeen	IOT
2	Praveen G Shet Rahul Athreya K M Sathwik P Bhat Shamanth G.P	Image based virtual try-on clothing system	Mr. Girish Mantha	E-commerce
3	Aadhi Mahishi J Deepthi B V Dharini B N Varsha B R	Performance analysis of cloud and Fog Computing at emporium	Dr.Samara Mubeen	Fog computing
4	Mouna A Neha P N Nischitha G S Bhuvaneshwari Gangur	Parallelism using Chaotic Cryptosystem	Mr. Vishwas CGM	Cryptography
5	Amitha S Krishna Bhavana BS Bhavana MS Charunethra M	Profit calculation of business firms using game theory	Dr. Samara Mubeen	Game Theory
6	Ruchitha P Sarji Nandan Telkar K Satwik Pai Shaziya Nikhath Khanum	Solar Panel Based Smart Automated farming Using IOT	Mrs. Rashmi R	IOT

Projects selected for funding by KSCST for the year 2021-22:

Sl. No	Project Proposal Reference Number	Year	Topic	Student Name with USN	Guide
1	45S_BE_3837	2021-22	AUTOMATIC DOOR OPENING SYSTEM WITH COVID-19 SAFETY MEASURES	Ms. PRIYANKA S (4JN18IS062) Ms. S M ANUSHA (4JN18IS076) Ms. SEEMA SHEIK H M (4JN18IS085) Ms. FIZA KHANUM (4JN19IS403)	Mr. SAYED AFTAB AHAMED
2	45S_BE_4571	2021-22	REAL TIME FIRE DETECTION USING AI AND ML	Mr. MOHAMMED FAIZAN AHAMED (4JN19IS406) Mr. ADARSH N INAMDAR (4JN18IS002) Mr. DARSHAN T M (4JN18IS024) Mr. KARTHIK V T (4JN18IS035)	Mrs. RASHMI R

Project Selected for Exhibition (2021-22)

Sl_No.	Students Name	Title	Guide	Area
01	MANOJ G	Anti-spoofing Enabled Face recognition based on ALWGO	Dr. Raghavendra R J	Image Processing
	LIKITH M
	JEEVAN K P
	YASHAS D S
02	HEMANTHAKUMAR J N	Automation Brain Tumour detection and Classification on MRI image using Machine Learning Techniques	Mr. Pradeep H.K	Machine Learning
	MAHINDRA PATEL
	SHREYAS SHENOY T
	JEEVAN M
03	SHIVANI SALIAN	An IoT based Automated Class appliance controlling system	Mr. Akshay M.J	IOT
	AMULYA P S
	DIYA
	MADHU N
04	BALIGARA SANJAYAKUMARA	IOT and web based electrical energy monitoring system	Mr. Pradeep H.K	IOT
	PUNEETH K S
	SHIVAM KUMAR
	SUBRAMANYA K S
05	NAMRATHA S B	Privacy Preservation in Surveillance video using selective encryption	Dr. R Sanjeev Kunte	Information security
	SAHANA H
	SAHANA S R
	POOJA M R
06	ADARSH N INAMDAR	Real Time Fire detection using IoT and Artificial Intelligence	Ms. Rashmi R	IOT
	DARSHAN TM
	KARTHIK V T
	MOHAMMED FAIZAN
07	VYSHAK N. B	Hybrid Chaotic Encryption system	Mr. Vishwas C.G.M	Cryptography
	NITHYASHREE H .N
	SAMEERA NADIG A.V
	SUJANA S SHETTY
08	AMOGH D C	Automated Entry system using face mask detection	Mr. Sathyanarayana K.B	IOT
	CHETHAN R R
	CHETHAN V
	DARSHAN M
09	ANUDEEPTHI F K	Diversified Dataset Versus filter response: A study on Theory of filters	Dr. Pavan Kumar M P	Image Processing
	ANUPAMA S J
	ARPITHA H M
	CHINMAYEE H

Project Exhibition

2022-23 Click here to view
2021-22 Click here to view

Product/Solutions Development :

Sl. No	Title	Name and USN of Project Team	Guide
1	NES Online Admission Software	4JN14IS093-Shashank G Upadhya 4JN14IS092- Sharadhi M A 4JN14IS084- Ravichandra T S 4JN13IS120- Bhagyashree Kasal 4JN14IS097- Shwetha B J	Mr. Pradeep H K Mr. Sathyanarayana. K. B.
2	Registration and event management software for PJD-Chiranthana	4JN14IS092 - Sharadhi M A 4JN14IS093-Shashank G Upadhya 4JN14IS084- Ravichandra T S 4JN13IS120- Bhagyashree Kasal 4JN14IS097- Shwetha B J	Mr. Pradeep H K Mr.Sathyanarayana. K. B.
3	College Electricity Bill	4JN14IS093- Shashank G Upadhya	Mr. Pradeep H K Mr. Sathyanarayana. K. B.
4	Kamala Nehru College Hostel Mess Bill Generation	4JN14IS093- Shashank G Upadhya 4JN16IS096- Shreenidhi M R	Mr. Pradeep H K Mr. Sathyanarayana. K. B.
5	National Public School website	4JN15IS024 - Gagana B S	Mr. Pavankumar M P Mr. Pavan V D

Best Projects selected for project Exhibition in 2018-19:

Sl. No	Students Name	Title	Guide	Area
1	AMULYA H N	Drip Irrigation Based On Soil Moistrure Using IOT	Mr. Akshay M.J	IOT
	ANCHITHA K R
	NISCHITHA A C
	PRIYA SATISH
2	ANANYA M D	Internet Of Things (IOT) Based Smart Poultry Forming	Mr. Sudeep Manohar	IOT
	ANJU G D
	SHREYA N
	SINCHANA T S
3	ANVITHA K S	Remote Patient Monitoring System Using IoT And Android	Mrs.Samara Mubeen	IOT
	BHUMIKA B R
	HASAN ABDULKARIM SHAIKH
	KAVYA M S
4	CHAITHRA M NAYAK	Human Action Recognition using Machine Learning Techniques	Mr. Pavan M	Machine Learning
	HARSHITHA K V
	NIVEDITHA PATIL
	NIVEDITHA T B

Best Projects selected for project Exhibition in 2017-18:

Sl. No	Students Name	Title	Guide	Area
1	Manoj Kumar K M	GPS Based drone for Land surveying	Mr. Sharath Kumar S. R. & Dr. Kiran M	Wireless Sensor Networks
	Chinakuruli V Nagabharana
	Pavana D
	Ramya Nadig
2	Shashank G Upadhya	Intelligent voice activated home automation	Mr. H. K. Pradeep	Analytics using Python(IOT)
	Sharadhi M A
	Ravichandra T S
	Bhagyashree Kasal
3	Bhargavi B C	Automatic smart Parking System	Mr. C. V. Suresh	Networking
	Spoorthi R M
	Shravya L
	Rachana R
4	Ashwini M	Classification of Arecanut	Dr. Jyothi K.	Image Processing
	Pranathi K.R
	Pragna N.H
	Jashwini N J
5	Aparna J.N	Face Anti Spoofing Patch and Depth based CNN’s.	Mr. Raghavendra R. J.	Image Processing
	Arpitha N
	Chaitra .B.V
	Anusha Ramanagoudra

Best Projects in 2016-17:

Sl. No	Students Name	Title	Guide	Area
1	Krishna kumar	Diabetic Retinopathy for Eye Image	Mr. C.V. Suresh	Image processing
	Arshad Khan afridi
	Chethan k
	Anusha K J
2	Rachana S	Detection of Selfish Node using Game Theory for better Network Performance	Mrs. Samara Mubeen	Networking
	Amrutha S.K.
	Meghana M.B.
	Chandana P
3	Sharath A	Green House Monitoring and controlling using Android application	Mr. Sathyanarayana. K. B.	Embedded System
	Sourabh P Hegde
	Amith N
	T M Sachin

Best Projects 2015-16:

Sl. No	Students Name	Title	Guide	Area
1	Pooja N	Perceptive Quadcopter for Auto Navigation	Dr. Kiran M	Embedded System
	Vibha P
	Vidyashree A M
2	Akshay Kamath	Adaptive Pheromone Decay in ANT Colony Optimization for WSN's	Mr.Vishwas C G M	Networking
	Anusha Revankar
	Gowri S Murthy
	Meril Priya Furtado
3	Namitha M N	Brain Tumor Extraction using MRI Images	Dr. Jyothi K	Image Processing
	Neha P L
	Neha S Naik
	Priyadarshini S R

Research Initiatives

Department has two research guides under their guidance eight research scholars are registered in Research Centre of Computer Science & Engineering Department. Research scholars are encouraged to take up inter disciplinary research in various domains like Multimedia security, cryptography, Image Processing, Computer vision, Machine learning.

Research scholar Pursuing Ph.D under Department Research Guides.

#	GUIDE NAME	RESEARCH SCHOLAR	RESEARCH TOPIC	UNIVERSITY & YR	STATUS
1	Dr.R Sanjeev Kunte	Mr. Rohith M S, Jain IT, Davanagere	Multimedia security	VTU / 2015	Open Seminar 1 completed
2	Dr.R Sanjeev Kunte	Mr. Vishwas CGM, JNNCE, Shivamogga	Image security	VTU / 2015	Open Seminar 2 completed
3	Dr.R Sanjeev Kunte	Mr. Shivarajkumar Hiremath, SKSVMA College of Engg. & Tech, Lakshmeshwar	Cloud data security	VTU/2016	Comprehensive Viva completed
3	Dr.Jyothi K	Mrs. Deepa, NMAMIT, Nitte	Computer Vision	VTU / 2017	Open Seminar 2 Completed
4	Dr.Jyothi K	Mr. M Pavan, JNNCE, Shivamogga	Computer Vision	VTU / 2019	Course Work Completed
5	Dr.Jyothi K	Mr. Sayed Aftab Ahamed, JNNCE, Shivamogga	Machine learning	VTU / 2020	Registered
6	Dr. Pavan Kumar M P	Mr. Arun Kumar P, JNNCE, Shivamogga	Computer Vision and Machine learning Technique per Image Memorability Prediction	VTU / 2023	Registered
7	Dr. Pavan Kumar M P	Vinay S K, PESITM, Shivamogga	Voice Enable EHR based Smart Healthcare System	VTU / 2022	Registered
8	Dr. Pavan Kumar M P	Harish T S, JNNCE, Shimoga	Computer Vision and Rendering Approaches for butterfly Species Recognition	VTU / 2022	Registered

Funded Projects

2022-23

#	PROJECT TITLE	DURATION	FUNDING AGENCY	AMOUNT IN Rs
1	Solar Panel for Multiple farming in the same field using IOT	1year	Newgen IEDC (Batch 4)	2,50,000

2021-22

#	PROJECT TITLE	DURATION	FUNDING AGENCY	AMOUNT IN Rs
1	IOT and Web based Electricity Energy Monitoring System	1year	Newgen IEDC (Batch 3)	2,50,000
2	Monitoring of Cross Breeding of plants using IoT	1year	Newgen IEDC (Batch 3)	2,50,000

2016-17

#	PROJECT TITLE	DURATION	FUNDING AGENCY	AMOUNT IN Rs
1	Arogya Mitra	1year	NAIN (Batch 2)	2,40,000
2	Smart Plant Manager	1year	NAIN (Batch 2)	2,90,000

2015-16

#	PROJECT TITLE	DURATION	FUNDING AGENCY	AMOUNT IN Rs
3	Arecadrone	1year	NAIN (Batch 1)	41,849
4	A Smart Helmet for Two Wheelers An Intelligent Safety Helmet for Motorcyclist	1year	NAIN (Batch 1)	49,500
5	I - Machine Diagnostic System	1year	NAIN (Batch 1)	1,45,000

List of Product development

Sl. No	Topic	Name of Students	Guide(s) name	Area of Project	Outreach	Year
1	“NES Online admission Software”	Shashank G Upadhya, Ravi chandra , Sharadhi M A, BhagyashreeKasal and Shwetha B	Mr. Pradeep H.K. Mr. Sathyanarayana. K. B.	Web Technologies	Used in NES online Counseling for 1^st PU Colleges	2017
2	“Registration and event management software for PJD-CHIRANTHANA”	Shashank G Upadhya, Ravi chandra, Sharadhi M A, BhagyashreeKasal and Shwetha B	Mr. Pradeep H.K. & Mr. Sathyanarayana. K. B.	Web Technologies	Used in event registration of CHIRANTHANA PJD.	2017
3	College Electricity Bill	Shashank G Upadhya, Ravi chandra, Sharadhi M A, BhagyashreeKasal and Shwetha B	Mr. Sathyanarayana. K. B.	Web Technologies	Used in E&E dept.	2018
4	Kamala Nehru College Hostel Mess Bill Generation	Shashank G Upadhya, Sreenidhi M.R	Mr. Sathyanarayana. K. B.	Web Technologies	Under progress	2018
5	National Public School website	Gagana B S, Rachana S, Riya R Jain, Soujanya M S	Mr. Pavan V D	Web Technologies	School Website	2017

Industry Institute Interaction: Department has signed MoU’s with following companies

Infosys, Bengaluru.
Qualitas Technologies, Bengaluru.
ODC UTC Solutions, Pune.

Placement Details

Department of Information Science & Engineering has consistent and excellent placement record since its inception. The graduates of ISE department are placed across leading software companies like TCS, Infosys, Wipro, EVIVE Health, SocieteGenerale, Tech Mahindra, SLK Softwares and many more. The students also opt for higher studies in abroad and entrepreneurship. The students are prepared for placements by offering project based curriculum and personality development programs. A brief overview of UG placement statistics is as given below:

Yearwise Placement Details

	2022-2023	2021-2022	2020-2021	2019-20	2018-19
Total number of students	129	116	91	87	112
No. of Students Eligible	118	87	41	33	49
No. of Offers	126	120	110	36	58
No. of Students Placed	98	85	72	59	68
Higher Studies	3	5	2	8	2
Entrepreneur	-	-	-	1	-

Co-curricular and Extra curricular Activities

Events, Seminars, FDPs & STTPs

Department conducts many workshops and seminars for students and faculties to enrich their knowledge in emerging areas. The details are available in below link.

Events and Seminars 2023-24-Click Here

Events and Seminars 2022-23-Click Here

Events and Seminars 2021-22-Click Here

Events and Seminars 2020-21-Click Here

Events and Seminars 2019-20-Click Here

Events and Seminars 2018-19-Click Here

Events and Seminars 2017-18-Click Here

Events and Seminars 2016-17-Click Here

Events and Seminars -Click Here

Innovations by the Faculty in Teaching and Learning

SL.NO	Faculty Name	Subject	Innovative Teaching Methods
1	Dr.Jyothi K	1)Operating System 2) Web Technology and its applications	1 ) Case Study https://drive.google.com/drive/folders/1qiOEuWKihVIG1u4zzcdwofJNPimUQ71bI95MP6biG9Zu9mscRAwu7dmIPZpPjSoYgLVfAc9L?usp=sharing 2) Mini Project https://drive.google.com/drive/folders/1DdLHT1znAC5hoqYYoFKQD5v-WI7-ce-7B3Zondja5osJHRXgnSk0n7oM9pp3DKpMYWLE9H2I?usp=sharing
2	Mr.H K Pradeep	Analog and Digital Electronics	Course Material https://drive.google.com/drive/folders/13GGs24EvOQsj5cpUzxiW2p0G-tA2VGug?usp=sharing
3	Dr.Pavan Kumar M P	1 ) Computer Programming 2) NLP and Unix	1) Course material https://sites.google.com/jnnce.ac.in/pavankumar/notes-corner?authuser=0 2 ) Course material https://sites.google.com/jnnce.ac.in/pavankumar/nlp?authuser=0
4	Dr. Samara Mubeen	1 ) AI & ML	Class Video https://www.youtube.com/watch?v=Z00wbJHPKTk
5	Mr.Sudeep Manohar	Data Structure and Its Applications Design and Analysis of Algorithms	Audio-Video Links: https://www.youtube.com/playlist?list=PLbVT2Xgpg0nyMkDp6SvKCcpctvOJmYvnz https://www.youtube.com/playlist?list=PLbVT2Xgpg0nybfevYbiD0mljCAvXha0Ps https://www.youtube.com/playlist?list=PLbVT2Xgpg0nz42YYo3KQQXGs3tfYLJ50y https://www.youtube.com/playlist?list=PLbVT2Xgpg0nxj8yKoVLCY-FlasM9APQVd https://classroom.google.com/u/1/c/MzI2OTQ3NDg5Nzk5 https://classroom.google.com/u/1/c/MzM4OTY0MTU0NTEz https://classroom.google.com/u/1/c/MTUzMzUxODY2MTk4 https://classroom.google.com/u/1/c/MTUzMzI0ODU1MjEx
6	Mrs.G V Sowmya	Computer Networks	1 ) Course Material https://drive.google.com/drive/folders/1HHEiKNm_BTCgV6IjwAjTqyhcejtU7nb1?usp=sharing 2 ) Role Play https://www.youtube.com/watch?v=atMXCkjYh_k
7	Mr. Mr.Sayed Aftab Ahamed	Data Structure and its Applications	Role Play https://drive.google.com/file/d/1OzZaL4Hc4mVHkWOAy2Nvlnlvqt9VPMi-/view?usp=drivesdk
8	Mr.Akshay M J	1)Design and Analysis of Algorithms 2)Software Engineering 3) IOT 4) UnixProgramming	1)Course Material https://drive.google.com/drive/folders/1E5ReMawif8AF1_vITSWnJG0a21WmwlRS?usp=sharing 2) Quizzes https://drive.google.com/drive/folders/1LaE1zCS9TB0JQDPBNoU_Uz9mn9byvJp7?usp=sharing 1)Course Material https://drive.google.com/drive/folders/1yP6uTNLXFHcdX8P2GxScRZ1lycnywnRS?usp=sharing 2) Quizzes https://drive.google.com/drive/folders/1H6sDugetAdWkoCTEvh8zQjEywJNsI6Gz?usp=sharing 1) Courses Material https://drive.google.com/drive/folders/1zD3ZjdtWss2q9zBcP1RqTe5IxwJ3M4qC?usp=sharing 2) Quizzes https://drive.google.com/drive/folders/1DnrJxf7JF4CMP9d_RppRgfTQswsD4Eew?usp=sharing 1)Course Material https://drive.google.com/drive/folders/1fVE3T2o3fKuzqkNx-NSH5MK6yQhT6HzO?usp=sharing 2)Quizzes https://drive.google.com/drive/folders/1gna-pVLQP9HKxgMbWdGWjP-G8th4lPMg?usp=sharing
9	Mr.Chethan G S	1)AI & ML 2 ) MC&ES	1 ) Course Material https://drive.google.com/drive/folders/1TzM7LXTehjKGdhQS_1mrw9hFbLVIb_dRnNVzBDS7JdR0Sqjp6g1Lhj7OB1NnjgrY_TwFDqHY?usp=sharing 2 ) Role Play https://youtu.be/fUXbNzmW7iI 3 ) Course Material https://drive.google.com/drive/folders/13od-iDHVNXBpoD9HN2RsxC6j8J12Vn2kHm0ZoZbZYr3Pj-1pEG2Bc3RVgCHRHiqI4JWDmwGy?usp=sharing
10	Mrs.Suchethana H C	Information management system	1) Google Class https://classroom.google.com/c/NTMyMDY1MDU1ODgx?cjc=ktct6ay 2) 2 ) Quizzes https://docs.google.com/forms/d/e/1FAIpQLSe-oq950-tpes4H63q8y0CGk5YST2zWvOa_B65f3x2T7dvREQ/viewform
11	Dr. Deepa V B	Data Structure and Its Applications	1 ) Course Material https://drive.google.com/drive/folders/1gPOksJvGZdDSkRqOMa8k0lFLbtIDY4Mp?usp=sharing 2 ) Quiz https://quizzory.in/id/62505a3cda70dc6acca15d88
12	Mr.Girish Mantha	Automata Theory and Computability	Simulator Tool (JFLOP) to Design Automata https://www.youtube.com/playlist?list=PLbVT2Xgpg0nyqgTZnj3PKayHpFEsQ7R7i
13	Mr.C.G.M Viswas	Software Engineering	1 ) Course material https://drive.google.com/drive/folders/1DL9_h6xO2PncG2xghuNoqQHWHioV5xol 2 ) Quizzes https://quizizz.com/admin/quiz/620f3d9e0d5db8001ee0b740?source=quiz_page 3 ) Quizzes https://quizizz.com/admin/quiz/61c3f9bcd4758b001e10a612?source=quiz_page 4 ) Video Lecture https://youtu.be/vz_xuxYS2PM

Distinguished Alumni and entrepreneur

#	Name of the Student	Company Name
1	Mr. Biswadeep Mohanty	Functional Consultant, Global Compliance Programs - Financial Crimes Risk Assessment at Western Union
2	Mr. Manuel Kantharaj	Solution Architect, Scania CV AB, Sweden
3	Mr. Ganesh L D	Embedded Systems Architect , Sema Connect, Bangalore
4	Mr. Prasana Mavinkuli	Senior Director, AI Labs, SAP LABS, Bangalore
5	Mr. Yashavanth K	Senior Innovation Lab Architect, Wawanessa Mutual Insurance, 191 Broadway, Winnipeg, Canada
6	Mr. Anup Nadig	Senior Software Development Engineer, Microsoft, Washington, USA
7	Mrs. Manasvini	Senior Software Development Engineer, Amazon Corporation, Washington, USA
8	Mr. Nitish J Prabhu	Senior Development Engineer (SDE2) Games24x7, Bangalore
9	Ms. Priyanka H S	Middle ware Validation Engineer, Intel Technologies India Pvt. Ltd., Belanduru, Bangalore
10	Mr. Anup D Rao	SAP Labs, Senior Specialist Java Developer, Bangalore
11	Mr. Nikhil Pai	OSTM Solutions Private Ltd, Hubli
12	Mr. Sannlingappala P Akash	Blue Eye Technology, Bhadravathi
13	Ms. Aradhana Udupa	Senior Data Engineer, TVS Credit Services, Bangalore
14	Mr. Arjun Rao	Senior Software Engineer, Lowe’s India Pvt. Ltd, Bangalore

Publications

List of publications 2022-23 -Click Here

List of publications 2021-22 -Click Here

List of publications 2020-21 -Click Here

List of publications 2019-20 -Click Here

Details of Publication

Dr. R Sanjeev Kunte
Journal Papers
1		Raghavendra R J and R Sanjeev Kunte, “Extended Right-angle Difference Ternary Co-relation Pattern: A new feature descriptor for face Anti-spoofing”, in Proceedings of International Journal of Computers and Security, PP.1-14, Volume 134, 2023. (Scopus)(https://doi.org/10.1016/j.cose.2023.103421)
2		Vishwas C.G.M., R Sanjeev Kunte, Chandrappa, V.Y.,”Encryption Using Binary Key Sequences in Chaotic Cryptosystem”,International Journal of Computer Network and Information Security, PP. 48-60, 15(4),ISSN2074-9104. (Scopus) https://10.5815/ijcnis.2023.04.05
3		Dr. Raghavendra R J and Dr. R Sanjeev Kunte, ”DOG-ADTCP: A New Feature Descriptor For Protection of Face Identification System”, International Journal of Expert System with Applications Elsevier, PP.1-16, Volume 201, Issue 09, April-2022. (DBLP) (https://doi.org/10.1016/j.eswa.2022.117207)
4		Manjunath Kamath K, Dr. R Sanjeev Kunte, “A Robust Reversible Data Hiding Framework for Video Steganography Applications”, In International Journal of Advanced Computer Science and Applications (IJACSA), PP. 430-440, Volume 13,Issue 3, 2022. (Scopus)( 10.14569/IJACSA.2022.0130352)
5		Vishwas C G Mand Dr. R Sanjeev Kunte,”Henon Map Based Chaotic Cryptosystem”, Journal of Emerging Technologies and Innovative Research JETIR, PP.267-271, Volume 9, Issue 1, ISSN2349-5162, January-2022. (UGC)
6		Rohit S Malladar and Sanjeev R Kunte, “Selective Video Encryption Using the Cross Coupling of One-dimensional Logistic Maps”, International Journal of Computer Network and Information Security, PP.40-54, Volume 13, Issue 5, May 2021. (Scopus) (10.5815/ijcnis.2021.05.04)
7		Manjunath Kamath K. and R. Sanjeev Kunte, “Framework For Reversible Data Hiding Using Cost-Effective Encoding System For Video Steganography”, International Journal of Electrical and Computer Engineering IJECE, PP. 5487-5496, Volume 10, Issue 5, October 2020. (Scopus) (https://doi.org/10.11591/ijece.v10i5)
8		Dr. Raghavendra R J and Dr. R Sanjeev Kunte, ”A Novel Feature Descriptor for Face Anti-Spoofing Using Texture Based Method”, International Journal of Cybernetics And Information Technologies Bulgarian Academy of Sciences, PP.159-176, Volume 20, Issue 3, September-2020. (Scopus) (https://doi.org/10.2478/cait-2020-0035)
9		Dr. Raghavendra R J and Dr. R Sanjeev Kunte, “Extended Local Ternary Co-Relation Pattern: A Novel Feature Descriptor for Face Anti-Spoofing”, International Journal of Information Security and Applications Elsevier, PP.1-10, Volume 56, Issue 3, ISSN 2214-2126, June-2020. (DBLP,SCIE,Scopus) (10.1016/j.jisa.2020.102482)
10		H V, Anupama K, H P Chethana, Kini Swati Satish and R Sanjeev Kunte, “Multilevel Information Security for Multimedia Data Communication”, International Journal of Engineering Research & Technology, Volume 7, Issue 8, 2019.
11		Vishwas C.G.M and R Sanjeev Kunte, "A Survey on Image Encryption Techniques", International Journal of Scientific Research in Computer Science, Engineering and Information Technology IJSRCSEIT, PP. 165-170,Volume 4, Issue 7, ISSN : 2456-3307, September-October 2019.
12		Raghavendra R J and R Sanjeev Kunte and, Face Spoofing Detection Using Machine Learning Approach, in International Journal of Innovative Research in Computer and Communication Engineering, PP.21-26.Volume 7, Issue 1, January 2019,
13		Shivaraj Hiremath and R. Sanjeev Kunte, Survey on Cloud Data Integrity: Issues and Current Solutions, In International Journal of Engineering Research in Computer Science and Engineering, PP. 102-107, Volume 3, Issue 9, ISSN: 2394-2320, September- 2016.
14		Gowreesh H B and R. Sanjeev Kunte, Fuzzy Bio-cryptography Key Generation, in International Journal of Engineering Research in Computer Science and Engineering, PP. 49-54, Volume 3, Issue 5, ISSN 2394-2320, May 2016.
15		Rohith M S and R. Sanjeev Kunte, Performance Comparison of AES, Blowfish and Sattolo’s Techniques for Video Encryption in International Journal of Innovative Research in Science, Engineering and Technology, PP. 328-333, Volume 5, Issue 9, May 2016.
16		Rohith M.S and R. Sanjeev Kunte, A lightweight video encryption scheme based on Sattolo’s permutation technique, in Australian Journal of wireless technologies, mobility and security, PP.67-70, Volume 2, Issue 1, ISSN 2200-1875, 2015.
17		Manjunath Kamath K and R Sanjeev Kunte, Offline Handwritten Devanagri Numerals Recognition using SVM and PCA, in Journal of Intelligence Systems, PP. 25-30, Volume 3, Issue 1, December 2013.
18		R. Sanjeev Kunte and R.D. Sudhaker Samuel, Gabor Features for Universal Script Identification in Indian Multilingual Documents, in International Journal on Information Processing, PP.81-89, Volume 2, Issue 2, ISSN 0973-8215, 2008.
19		R. Sanjeev Kunte and R.D. Sudhaker Samuel, A simple and efficient optical character recognition system for basic symbols in printed Kannada text, in Journal of Sadhana, PP. 521-533, Volume 32, Issue 5, October 2007. (SCIE, Scopus) (https://doi.org/10.1007/s12046-007-0039-1)
20		R. Sanjeev Kunte and R.D. Sudhaker Samuel, Wavelet Descriptors for Recognition of Basic Symbols in Printed Kannada Text, in International Journal of Wavelets, Multiresolution and Information Processing, PP.351-367, Volume 5, Issue 2, March 2007. (DBLP, SCIE, Scopus)( https://doi.org/10.1142/S0219691307001793 )
21		R. Sanjeev Kunte and R.D. Sudhaker Samuel, A Two-stage Character Segmentation Technique for Printed Kannada Text, in International Journal on Graphics, Vision and Image Processing, PP. 1-8, Volume 6, 2006.
Conference papers
1		Vishwas C.G.M and Dr.R Sanjeev Kunte, "Image Encryption Using Hybrid Chaotic Cryptosystem", International Conference on Artificial Intelligence and Data Science (ICAIDS), October 2022.
2		Vishwas C G Mand Dr. R Sanjeev Kunte, “An Image Cryptosystem Based on Tent Map”, Third International Conference on Smart Systems and Inventive Technology (ICSSIT 2020), PP.1069-1073, August-2020. (10.1109/ICSSIT48917.2020.9214291)
3		Dr. Raghavendra R J and Dr. R Sanjeev Kunte, “Anisotropic Smoothing for Illumination Invariant Face Anti-spoofing”, Fourth International Conference on Trends in Electronics and Informatics (ICOEI2020) Tamilnadu, PP.901-905, June-2020. (Scopus) (10.1109/ICOEI48184.2020.9142948)
4		M S Rohit and Dr. R Sanjeev Kunte, “Selective Video Encryption using Chaos for H.264 Videos Applicable to Video on Demand (VoD)”, 5th International Conference on Communication and Electronics Systems (ICCES) Coimbatore, India, PP. 215-220, June-2020. (Scopus) (10.1109/ICCES48766.2020.9137861)
5		Shivaraj Hiremath and Dr. R Sanjeev Kunte, “Homomorphic Authentication Scheme for Proof of Retriev ability with Public Verifiability”, 4th International Conference on Intelligent Computing and Control Systems (ICICCS 2020) Madurai, India, PP.1017-1022, May-2020. (Scopus) (10.1109/ICICCS48265.2020.9120974)
6		Shivaraj Hiremath and Dr. R Sanjeev Kunte, “Public Auditing Scheme for Cloud Data Integrity Verification”, International Conference on Innovative Data Communication Technologies and Application (ICIDCA 2019) Coimbatore, India, PP.237-246, October-2019. (Scopus) (10.1007/978-3-030-38040-3_28)
7		M S Rohit and Dr. R Sanjeev Kunte, “A Lightweight Selective Video Encryption using Motion Vectors and IPMs for H.264 Codec”, International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI 2019) Coimbatore, India, PP.597-606, September-2019. (Scopus) (10.1007/978-3-030-34080-3_67)
8		Manjunath Kamath K and Sanjeev Kunte R, “Framework for Data Hiding Operation Using Motion Vectors for Effective Imperceptibility Performance”, Second International Conference on Computer Networks and Communication Technologies (ICCNCT 2019), Lecture Notes on Data Engineering and Communications Technologies, Volume 44. Springer, Cham. (Scopus) (https://doi.org/10.1007/978-3-030-37051-0_2)
9		Malladar R and Sanjeev Kunte R, “Selective Video Encryption Based on Entropy Measure”, Integrated Intelligent Computing, Communication and Security. Studies in Computational Intelligence, Volume 771, 2019, Springer, Singapore. (Scopus) (https://doi.org/10.1007/978-981-10-8797-4_61)
10		Dr. Raghavendra R J and Dr. R Sanjeev Kunte, “Extended Local Ternary Pattern for Face Anti-Spoofing”, International Conference on Advances in Cybernetics, Cognition and Machine Learning for Communication Technologies GOA, PP 221-229, ICCMLA-2019, August-2019. (Scopus) (https://doi.org/10.1007/978-981-15-3125-5_24)
11		Malladar R., Sanjeev Kunte R, “Selective Video Encryption Based on Entropy Measure”,. In: Krishna A., Srikantaiah K., Naveena C. (eds) Integrated Intelligent Computing, Communication and Security. Studies in Computational Intelligence, vol 771, 2019, Springer, Singapore. (Scopus) (https://doi.org/10.1007/978-981-10-8797-4_61 )
12		Anusha P S and R Sanjeev Kunte, “Face Spoofing Attack Detection Using LBP and LTP Methods”, In Proceedings of 14th National Conference on Integrated Intelligent Computing, Communication & Security held at SJB Institute of Technology, pp. 101-106, 4th May 2019.
13		S. Hiremath and S. R. Kunte, "Ensuring Cloud Data Security using Public Auditing with Privacy Preserving," 2018 3rd International Conference on Communication and Electronics Systems (ICCES), PP. 1100-1104 – IEEE,2018. (Scopus) (10.1109/CESYS.2018.8724036.)
14		Shivarajkumar Hiremath and Sanjeev R. Kunte, “A Novel Data Auditing Approach to Achieve Data Privacy and Data Integrity in Cloud Computing”, International Conference on Electrical, Electronics, Computer Technologies and Optimization Techniques (ICEECCOT-2017) in association with IEEE Bangalore, pp. 306-310, December 2017. (Scopus) (10.1109/ICEECCOT.2017.8284517)
15		Manjunath Kamath K, Dr. R Sanjeev Kunte, “Data Security in Cloud Using Reversible Video Steganography”, In the Proceeding of International Conference on Emerging Trends in Science & Engineering, Vol 1, pp 14-20, 11 & 12th May 2017.
16		Manjunath Kamath K, R. Sanjeev Kunte, ”Reversible Video Steganography Using Histogram Shifting”, In Proceedings of the National Conference on Recent Innovations in Engineering and Technology,at GMIT, Mandya 2017.
17		Rohith M S and R Sanjeev Kunte, “Selective Video Encryption using Sattolo’s Encryption Technique”, in Proceedings of International Conference on Electrical, Electronics, Communication, Computer and Optimization Techniques, Mysore, December 2016. (Scopus) (10.1109/ICEECCOT.2016.7955228)
18		Vidyaganga B and R. Sanjeev Kunte, “Reversible data hiding in video steganography using histogram shifting” in Proceedings of National Conference on Recent Advances in Information and Communication Engineering, May 2016.
19		Rohith M S and R Sanjeev Kunte, “Performance Comparison of AES, Blowfish and Sattolo’s Techniques for Video Encryptio”, in Proceedings of International Conference on Emerging Trends in Engineering, May 2016
20		Manjunath Kamath K and R. Sanjeev Kunte, “Secured video steganography using DCT”, in Proceedings of International conference on Networks Information and Communications, May 2015
21		Rohith M.S and R. Sanjeev Kunte,”A lightweight video encryption scheme based on Sattolo’s permutation technique”, in Proceedings of International conference on Computer communication and networks, March 2015
22		Rohith M.S and R. Sanjeev Kunte, “Selective video encryption”, in Proceedings of National conference on Recent Advances in Computer Science, JSSATE, Bangalore, September 2014
23		Manjunath Kamath K and R. Sanjeev Kunte,”Reversible Steganography – A survey”, in Proceedings of National Conference on Recent Innovations in Engineering and Technology , Bidar 2014.
24		Subramanya Bhat and R. Sanjeev Kunte,” A mixed model based on Watershed and Active Contour algorithms for Brain Tumor Segmentation”, in Proceedings of International Conference on Advance in Recent Technologies in Communication & Computing, Kerala, PP. 398-400, India, September 2010. (Scopus) (10.1109/ARTCom.2010)
25		Subramanya Bhat and R. Sanjeev Kunte, “Real Time Wireless ECG Transmission in Proceedings of National Conference on Image processing Pattern Recognition & Computer Vision”, Mandya, India, 24th – 25th August 2009
26		Bindu Philip, R.D. Sudhaker Samuel and R. Sanjeev Kunte, “A Novel Integrated OCR Document Access System for the Specially Enabled” in Proceedings of International Conference on Software Technology & Engineering pp. 201-205, Chennai, India, July 2009.(Scopus) (https://doi.org/10.1142/9789814289986_0037)
27		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “A Bilingual Machine-Interface OCR for Printed Kannada and English Text Employing Wavelet Features”, in Proceedings of International Conference on Information Technology, pp. 202-207, Rourkela, India, December 2007. (Scopus) (10.1109/ICIT.2007.12.)
28		S. Varun, Surendra Singh, R. Sanjeev Kunte, R.D. Sudhaker Samuel, Bindu Philip, “A Road Traffic Signal Recognition System Based on Template Matching Employing Tree Classifier” in the Proceedings of International Conference on Computational Intelligence and Multimedia Applications, pp. 360-365, Sivakasi, India, December 2007. (Scopus) ( 10.1109/ICCIMA.2007.190)
29		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “An OCR system for printed Kannada text using Two-stage Multi-network classification approach employing Wavelet features”, in the Proceedings of International Conference on Computational Intelligence and Multimedia Applications, PP. 349-353, Sivakasi, India, December 2007. (Scopus) (10.1109/ICCIMA.2007.191)
31		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Gabor Features for Recognition of Handwritten Kannada Numerals”, in the Proceedings of International Conference on Advances in Computer Vision and Information Technology, PP. 1231-1236, Aurangabad, India, November 2007
32		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “A Two-stage Multi-network Approach for Classification of Large-set of Language Characters”, in the Proceedings of International Conference on Systemics, Cybernetics and Informatics, pp. 642-647, Hyderabad, India, 7th January 2007.
33		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Fourier and Wavelet Shape Descriptors for Efficient Character Recognition”, in the Proceedings of International Conference on Signal and Image Processing, PP. 147-150, Hubli, India, December 2006
34		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Script independent recognition of handwritten numerals” in the Proceedings of International Conference on Visual Information Engineering (VIE2006), pp. 94-98, Bangalore, India, September 2006. (Scopus)(10.1049/cp:20060509)
35		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Neural network based systems for Optical Character Recognition”, in the Proceedings of National Conference on Emerging Trends in Physics, Electronics and Emerging Sciences, PP. 229-232, Mysore, India, September 2006.
36		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “On separation of Kannada and English Words from a Bilingual Document Employing Gabor Features and Radial Basis Function Neural Network”, in the Proceedings of International Conference on Cognition and Recognition, PP. 640-644, Mysore, India, December 2005
37		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Bilingual Script Identification using Gabor Features”, in the Proceedings of International Conference on Robotics, Vision and Image Processing, PP. 773-776, Penang, Malaysia, July 2005
38		R. Sanjeev Kunte and R.D. Sudhaker Samuel, “Segmentation of Characters from Printed Kannada Documents”, in the Proceedings of International Conference on Human Machine Interfaces, PP. 267-276, Bangalore, India, December 2004
39		R Sanjeev Kunte, R D Sudhaker Samuel and R Srinivasa Rao Kunte. “Neural Network based OCR System for Kannada Printed Text employing Wavelet features”,in proceedings of International Conference on Artificial Intelligence and its applications in Engineering technology, PP 184-189, Malaysia, 2004.
40		R Sanjeev Kunte, S.C. Desai, R D Sudhaker Samuel and R Srinivasa Rao Kunte,” Neural Based Recognition of Machine Printed Kannada Text employing Wavelet feature”, in proceedings of International workshop on signal processing and applications, PP 51-54, Australia, 2002.
Dr. Jyothi K
Journal papers
1	Jyothi K, Spoorthi J, Srusti D R, Sushma B S, “Effective Prediction Of Cardiovascular Disease”, International Journal of Innovative Research in Computer and Communication Engineering, Volume.11, Issue.5, ISSN 2320-9801, May 2023.
2	Shirole Rashmi Prakash rao and Jyothi K, “A Novel Audio Steganography Technique Integrated with a Symmetric Cryptography: A Protection Mechanism for Secure Data Outsourcing”, International Journal of Computational Science and Engineering, Volume 24, Issue 5, September 2021. (Scopus) 10.1504/IJCSE.2021.118102
3	Jyothi K, Prabhkar C J, “Fusion of Intensity Image and Stereo Depth Map for Face Recognition based On Curvelet Transform”, International Journal of Intelligence Systems, vol. 3 , Issue.1, pages 41-48, March 2014
4	Jyothi K, Prabhkar C J, “Multi modal Face Recognition Using Block Based Curvelet Features”, International Journal of Computer Graphics and Animation (IJCGA) Vol.4, No.2, pages 21-37,April 2014.
5	Prabhakar C J, Jyothi K, “A Self Adaptability based Stereo Correspondence of Face Images using Wavelets”,International Journal of Computer Applications, Pages 17-20, April 2012.
Conference Papers
1	Pavan M and Jyothi K, “Human Action Recognition in Still Images using SIFT Key Points”, International Conference Intelligent Systems and Sustainable Computing Hyderabad, Dulapally, Telagana State, India, PP.519585-519599, September-2021. (DBLP, Scopus, SCI)
2	Shirole Rashmi Prakash Rao and Jyothi K, “A Variable Sample Selection Technique for Audio Steganography Re-Conciliated with RC4 Cryptography”, International Conference on Communication and Information Processing (ICCIP-2019) Elsevier SSRN , September 2019.
3	Deepa and Jyothi K, “Disparity Map Estimation using Combined Cost Measure”, International Conference on Communication and Electronics Systems (ICCES), IEEE Xplore, PP.299-302, February 2020. (Scopus)
4	N Rashmi, Jyothi K, “A Variable Sample Selection Technique for Audio Steganography Re-consiliated with RC4 Cryptography”, International Conference on Communication and Information Processing (ICCIP-2019), Elsevier-SSRN, January 2019, DOI: 10.2139/ssm.3416481.
5	N Rashmi, Jyothi K, “An improved method for reversible data hiding stegnography combined with cryptography”, IEEE Xplore, 2018 2nd International Conference on Inventive Systems and Control (ICISC),19-20 Jan. 2018. DOI: 10.1109/ICISC.2018.8398946
6	Deepa, K Jyothi, “A robust and efficient pre processing techniques for stereo images”, IEEE Xplore, 2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques (ICEECCOT),15-16 Dec. 2017.
7	Jyothi K, Prabhkar C J, “Adaptive Support Weight Based Stereo Correspondence algorithm for Face Images”, International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT ), Springer LNEE , Vol. 248, pages 479-485,2014
8	Jyothi K, Prabhkar C J, ”Shearlet Based Multi resolution Analysis of 2D and 3D Face Images for Multimodal Recognition”, Second International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA-14).
9	Jyothi K, Prabhkar C J, “Multimodal Face Recognition from Depth and Intensity Curvelet Features”, Multimedia Processing, Communication and Information Technology (MPCIT), ACEEE digital library, pages 125-130, 2013
10	Jyothi K, Prabhkar C J, “Segment Based Stereo Correspondence of Face Images using Wavelets”, Fourth International Conference on Signal and Image Processing 2012 (ICSIP 2012), Springer LNEE, vol.222, pages 79-89, 2013
11	Jyothi K, Prabhkar C J, “A Wavelet-Based Multi resolution Approach to Stereo Matching of Face Images”, IEEE International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), IEEE Xplore, pages 344-348, 2012.
12	Prabhkar C J, Jyothi K,” 3D Sparse Reconstruction Technique Based on Stereo Rectification for Face Images”, International conference on emerging Trends in Engineering 2011 (ICETE-11) held at NMIT, Nitte
13	Jyothi K, Nagaraj, “Comparison of earliest deadline first and least laxity first task scheduling algorithms in fault tolerant RTS”, National Level Conference TANTRAGNANA- 2008, pp 33-36, 2008
14	Nirmala Shivanand, Jyothi K, “Fault Tolerant Scheduling in Hard Real Time Systems” Published in the proceedings of Asia Pacific Conference on Distributed Systems, Vellor ,T.N December-2004.

Mr. Pradeep H K
Journal Papers
1	Pradeep H K , Dr. Shoieb Ahamed, Sathyanarayana K B, “Machine Learning Approach For Fake News Detection In Twitter Using Vader Algorithm”, International Journal of Creative Research Thoughts (IJCRT), Volume 11, Issue 8,ISSN: 2320-2882, PP 530-535. (UGC)
2	Pradeep H K, Girish Mantha and Sathyanarayana K B, “Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks”, International Journal of Advanced Research in Computer and Communication Engineering Tejass Publishers, PP.312-330, Volume 11, Issue 1, ISSN 2278-2021, February-2022. (10.17148/IJARCCE.2022.11154)
3	Pradeep H K, Sathyanarayana K B and Girish Mantha, “Student Exam Result Prediction and Analysis”, IJARCCE Tejass Publisher's, PP. 304-311, Volume 11, Issue 1, Febrauary-2022. (10.17148/IJARCCE.2022.111)
4	Pradeep H K, Girish Mantha and Sathyanarayana K B, “Smart Medicine Remainder”, International Journal of Advanced Research in Computer and Communication Engineering, Tejass Publishers, PP. 304-311, Volume 11, Issue 1, ISSN 2278-1021, Febrauary-2022. (10.17148/IJARCCE.2022.11154)
Conference Papers
1	Pradeep H K, Sathyanarayana K B and Dr. Shoieb Ahamed, ”GNN Based Approach for Fake News Detection in E-Media”, 2nd International Conference on Emerging Trends in Science, Engineering and Management (ICETSEM-2021) GMIT, Davangere, PP.1-7, July-2021.(ICETSEM_1706319580)
Dr. Raghavendra R J
Journal Papers
1	Raghavendra R J and R Sanjeev Kunte, “Extended Right-angle Difference Ternary Co-relation Pattern: A new feature descriptor for face Anti-spoofing”, in Proceedings of International Journal of Computers and Security, PP.1-14, Volume 134, 2023. (Scopus)(https://doi.org/10.1016/j.cose.2023.103421)
2	Raghavendra R J,Samarth B N, Sathvik S R, Shashikumara K,Srikanta Datta Kashyap A P, “A Reviews On Face Anti-Spoofing Methods”, IJCRT, Volume:11 Issue:3, April 2023. (UGC)
3	Dr.Raghavendra R J , Manoj G, Yashas D S , Jeevan K P and Likith M, ”A Survey on Anti-Spoofing Methods for Facial Recognition”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology IJSRCSEIT, PP.259-268, Volume 8, Issue 2, April-2022. . (https://doi.org/10.32628/CSEIT228248)
4	Dr. Raghavendra R J and Dr. R Sanjeev Kunte, ”DOG-ADTCP: A New Feature Descriptor For Protection Of Face Identification System”, International Journal of Expert System with Applications Elsevier, PP.1-16, Volume 201, Issue 09, April-2022. (DBLP) (https://doi.org/10.1016/j.eswa.2022.11720)
5	Dr. Raghavendra R J, Priyanka S Shivol, Sampada H K, Shamitha K J and Sabha khan, ”Face Biometric Anti spoofing Methods: A Survey”, International Journal of Advanced Research in Computer and Communication Engineering IJARCCE, PP.499-505, Volume 11, Issue 3, March-2022. (DOI: 10.17148/IJARCCE.2022.1)
6	Dr. Raghavendra R J and Dr. R Sanjeev Kunte, ”A Novel Feature Descriptor for Face Anti-Spoofing using Texture Based Method”, International Journal of Cybernetics and Information Technologies Bulgarian Academy of Sciences, PP.159-176, Volume 20, Issue 3, September-2020. (Scopus) (10.2478/cait-2020-0035)
7	Dr. Raghavendra R J and Dr. R Sanjeev Kunte, “Extended Local Ternary Co-Relation Pattern: A Novel Feature Descriptor for Face Anti-Spoofing”, International Journal of Information Security and Applications Elsevier, PP.1-10, Volume 56, Issue 3, ISSN 2214-2126, June-2020. (DBLP) (https://doi.org/10.1016/j.jisa.2020.102482)
Conference Papers
1	Dr. Raghavendra R J and Dr. R Sanjeev Kunte, ”Anisotropic Smoothing for Illumination Invariant Face Anti-spoofing”, Fourth International Conference on Trends in Electronics and Informatics (ICOEI 2020) Tamilnadu, PP.901-905, Organized by SCAD college of Engineering and Technology, June-2020. (Scopus) (10.1109/ICOEI48184.2020.9142948)
2	Dr. Raghavendra R J and Dr. R Sanjeev Kunte, “Extended Local Ternary Pattern for Face Anti-Spoofing”, International Conference on Advances in Cybernetics, Cognition and Machine Learning for Communication Technologies GOA, PP.221-229, August- 2019. (Scopus) (https://doi.org/10.1007/978-981-15-3125-5_24)
Dr. Pavan Kumar M P
Journal Papers
1	Pavan Kumar M P, Dr Varsha, Dr Poornima B, Dr Basavarajappa, “Novel hybrid ARIMAâ€“BiLSTM model for forecasting of rice blast disease outbreaks for sustainable rice production”, Iran Journal of Computer Science, Springer, Volume 6, Issue 2, ISSN 2520-8446, PP 147-159, June 2023. (DBLP,ACM)https://doi.org/10.1007/s42044-022-00128-3.
2	Dr. Pavan Kumar M P, Varsha M, Poornima B,” A Machine Learning Technique for Rice Blast Disease Severity Prediction Using K-Means SMOTE Class Balancing”, International Journal Of Risk And Contingency Management IGI-Global US Publisher, PP.1-27, Volume 11, Issue 1, December 2022. (10.4018/IJRCM.315304)
3	Dr. Pavan Kumar M P, Suchethana H C, Arun kumar P, ” Literature Survey on Big-Data Analytics and Tools”, JNNCE Journal of Engineering & Management, Volume 6, Issu-1,PP. 31-44, June 2022 . (ISI) (https:www.doi.org/10.37314/JJEM.2022.060106)
4	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath, B E Rangaswamy, Vinutha H P and Varsha M Jois, ” Image Abstraction Framework as a Pre-processing Technique for Accurate Classification of Archaeological Monument using Machine Learning Approaches”, SN Computer Science, Springer, PP.1-40, Volume 2, Issue 2, January-2022. (DBLP, Scopus) (10.1007/s42979-021-00935-8)
5	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath and B E Rangaswamy, ”A Refined Structure Preserving Image Abstraction Framework as a Pre-Processing Technique for Desire Focusing on Prominent Structure and Artistic Stylization”, International Journal of VJCS World Scientific Published, PP.1-55, Volume 9, Issue 1, December-2021. (SCI) (10.1142/S2196888822500038)
6	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath and B E Rangaswamy, ”HDR and Image Abstraction Framework for Dirt Free Line Drawing to Convey the Shapes from Blatant Range Images”, International Journal of Multidimensional Systems and Signal Processing, Springer, PP.1-55, Volume 1, Issue 1, November-2021. (SCI) (10.1007/s11045-021-00803-x)
7	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath, B E Rangaswamy, Vinutha H P, and Varsha M Jois, ”A Novel ST-DBSCAN Based Outlier Detection Approach on Multivariate Weather Data”, IJEME MECS, PP.1-40, Volume 2, Issue 2, October-2021. (ISI, Google Scholar)
8	Dr. Pavan Kumar M P, Poornima B, Varsha M and Vinutha H P, “Predictive Model for Rice Blast Disease on Climate Data Using Long Short Term Memory and Multi-Layer Perceptron: An Empirical Study on Davangere District", Annals of the Romanian Society for Cell Biology Association of Cell Biology Romania, PP.1-12, Volume 0, Issue 0, ISSN 1583-6258, August-2021. (Scopus) (10.1007/s42044-019-00034-1)
9	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy and C Manjunath, “Structure Preserving Non-Photorealistic Rendering Framework for Image Abstraction and Stylization of Low-Illuminated and Underexposed Images”, IGI-IJCVIP IGI-Global, PP.1-22, Volume 11, Issue 2, May-2021. (DBLP) (10.4018/IJCVIP.202104010)
10	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath and B E Rangaswamy,“Structure-Preserving NPR Framework for Image Abstraction and Stylization”, International Journal of Supercomputing Springer US, PP.1-69, Volume 77, Issue 8, January-2021. (SCI) (10.1007/s11227-020-03547-w)
11	Dr. Pavan Kumar M P, Poornima B, H S Nagendraswamy, C Manjunath and B E Rangaswamy. "Image-Abstraction Framework as a Preprocessing Technique for Extraction of Text From Underexposed Complex Background and Graphical Embossing Images." IJDAI, PP.1-35, Volume 13, Issue 1, May 2021. (DBLP) (10.4018/IJDAI.2021010101)
12	Dr. Pavan Kumar M.P, Poornima, B., Nagendraswamy, H.S. C Manjunath and B E Rangaswamy, “A Comprehensive Survey on Non-Photorealistic Rendering And Benchmark Developments For Image Abstraction And Stylization”, Iran J Comput Sci, Springer, PP 131–165, Volume 2 , September (2019). (DBLP) (https://doi.org/10.1007/s42044-019-00034-1)
Dr. Samara Mubeen
Journal Papers
1	Dr. Samara Mubeen, Dr. Ashwini J P, Mrs. Sreedevi S,” Nodes Behavior classification using Bayes classifier in Adhoc”, Gradiva Review Journal, International, Volume 9, Issue-2, PP.701-709, February 2023. (Scopus).
2	Dr.Ashwini J.P, Dr.Samara Mubeen, Mrs. Sreedevi S,” Architecture Of Fog-Computing Framework For M-Commerce Applications”, Gradiva Review Journal, International, Volume 9, Issue-2, PP.499-507, February 2023. (Scopus).
3	Abhishek J. M. , Shishira S. Jois, Ashish K. Pastay , Chiranthan P. and Samara Mubeen.” Customer Reviews for Product Recommendation using Machine Learning”, Journal of Network and Information Security 10 (2) 2022, 08-14.
4	Tasmiya Mansoor1 , Varshini B. R.1 , Y. Ashritha Bhat1 , Vivek Srinivasan1 and Samara Mubeen2*,” Design and Implementation using of B2B Bot using Game and Queuing Theory”, Journal of Network and Information Security 10 (2) 2022, 21-25.
5	Dr. Samara Mubeen and Syed Johar, ”Reliability Checking and Performance Analysis of Stake Holder of E-SCM using Machine Learning and Petrinets”, International Journal of Engineering in Computer Science, PP.15-25, Volume 4, Issue 1, ISSN 2663-3582, January-2022. (doi.org/10.33545/26633582)
6	Dr. Samara Mubeen and Syed Aftab Ahamed, “Analyzing of Node Behavior in Ad hoc Network using FindS Algorithm a concept of Machine Learning”, International LINO Journal, PP.1-11, Volume 11, ISSUE 2,ISSN 0211-2574, Febraury-2021. (Scopus)
7	Dr. Samara Mubeen, “Designing A Learning System using Machine Learning”, International Journal of PENSEE, PP.275-278, Volume 51, Issue 1, ISSN 0031-4773, Febraury-2021. (Scopus)
8	Dr. Samara Mubeen and Syed Johar, “Sentiment Analysis on Large Scale Amazon Product Reviews”, International Journal of Scientific Research in Computer Science and Engineering ISROSET, PP.7-15, Volume 8, Issue 1, ISSN 2320-7639, Febraury-2020. (doi.org/10.26438/ijsrcse/v8i1.715)
9	Dr. Samara Mubeen and Syed Johar, ”Detection and Elimination of the Selfish Node in Ad-Hoc Network using Energy Credit Based System”, International Journal of Network and Information Security publishing India, PP.18-22, Volume 7, Issue 2, ISSN 2321-6859, December-2019.
10	Samara Mubeen, Bibi Zahera , Ishwarya R. , Ayesha G. S. and Aishwarya M., “ Performance Analysis of AODV and DSR Routing Protocols in Mobile Ad-Hoc Network”, International Journal of Knowledge Based Computer Systems 7 (2), December 2019, 08-13.
11	Samara Mubeen,”Isolating Selfish Nodes and Analyzing Performance of Ad-Hoc Network Using Perfect Information Game Theory”, International Journal of Knowledge Based Computer Systems 6 (2), December 2018, 31-37.
12	Samara Mubeen, Srinath N.K. and SubramanyaK.N, “Double Securing from Hackers in B2B E-commerce”, I.J. Information Technology and Computer Science, 2016, 01, 67-73 DOI:10.5815/ijitcs.2016.01.08.
13	Samara Mubeen, K.N. Subramanya, N.K. Srinath, ”Performance analysis of e-supply chain using M/M/1 queue in business to business”, vol.4, issue 4, IJLTET: International Journal of Latest Trends in Engineering and Technology.
14	Samara Mubeen, K.N. Subramanya, N.K. Srinath, “Stabilizing the network in presence of agents using flow graph and shapely value in B2B E commerce”, International journal of Innovations in Engineering and Technology, Vol. 4, Issue 1, June 2014.
15	Samara Mubeen, K.N. Subramanya, N.K. Srinath, ”Selection of supplier in B2B E-commerce using work flow petri net”, International Journal of Managing Value and Supply Chains, Vol.5, No. 3, September 2014.
Conference Paper
1	Samara Mubeen, K.N. Subramanya, N.K. Srinath, “Game Theoretic Approach for Selection of Retailers in B2B E-Commerce”, IEEE Xplore, 2017 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), 21-23 Dec. 2017,DOI: 10.1109/CSITSS.2017.8447639.
2	Nikithashree N S, Manjunath M, Samara Mubeen, “Research and Development Trend of Cloud Computing”, Proceedings of National Conference on Advanced Computer Applications NCACA 2012.
3	Samara Mubeen, N K Srinath, K.N.Subramanya published a paper on “Framework Model of Business To Business using Computational Models” at one day National Conference on “e-Business” NATCON 2015 organised by SR Luthra Institute of Management, Surat on 21st February 2015.
Mr. Vishwas C G M
Journal Papers
1	Vishwas, C.G.M., Kunte, R.S., Chandrappa, V.Y.,”Encryption Using Binary Key Sequences in Chaotic Cryptosystem”,International Journal of Computer Network and Information Security, MECS Press, 2023, 15(4),ISSN 2074-9104 pp. 48-60. (Scopus)https://10.5815/ijcnis.2023.04.05
2	Vishwas C G M and Dr. R Sanjeev Kunte,”Henon Map Based Chaotic Cryptosystem”, Journal of Emerging Technologies and Innovative Research JETIR, PP.267-271, Volume 9, Issue 1, ISSN 2349-5162, January-2022. (UGC)
Conference Papers
1	Vishwas C.G.M and Dr. R Sanjeev Kunte, "Image Encryption Using Hybrid Chaotic Cryptosystem", International Conference on Artificial Intelligence and Data Science (ICAIDS), October 2022.
2	Vishwas C G MandDr. R Sanjeev Kunte, ”An Image Cryptosystem Based on Tent Map”, Third International Conference on Smart Systems and Inventive Technology (ICSSIT 2020) Francis Xavier Engineering College, Tirunlveli, PP.1069-1073, August-2020. (10.1109/ICSSIT48917.2020.9214291)
3	Vishwas C.G.M., Kiran, M.,” A taxonomy on ant colony based routing algorithms for wireless sensor networks”,Proceedings of the 2015 International Conference on Applied and Theoretical Computing and Communication Technology, iCATccT 2015, 2016, PP. 886–891, 7457009
Mrs. G.V Sowmya
Journal Papers
1	Sowmya G V, Dr. R Aparna, “Energy Efficient Cluster Formation and Multihop Routing Based on Improved Harmony Search Algorithm for Wireless Sensor Networks”, International Journal of Computer Networks and Applications EverScience Publications, Volume 10, Issue 5, ISSN 2395-0455, PP 706-727, Oct 2023. (Scopus) DOI: 10.22247/ijcna/2023/223419
2	Sowmya G V, Dr. R Aparna, “ Analysis Of The Multihop Routing Algorithm For Wireless Sensor Network Based On Baud Rate And Path Loss Models”, Journal of Theoretical and Applied Information Technology Little Lion Scientific, Volume 101, Issue 17, ISSN 1992-8645, PP 7056-7067. (Scopus)
3	Sowmya. G V, Dr. Kiran M, “Improved Harmony Search Algorithm for Multihop Routing in Wireless sensor Network”, Journal Of Computer And Systems Sciences International Pleiades, PP. 1058-1075, Volume 61, Issue 6, ISSN 1064-2307 , December 2022. (SCIE)( 10.1134/S1064230722060168)
4	Sowmya G V and Chethan G S,”Lung Nodule Detection with Deep Learning in 3D Thoracic MR Images”, International Journal for Science and Advance Research in Technology IJSART, PP.114-119, Volume 7, Issue 12, ISSN [ONLINE]: 2395-1052, December-2021
5	Sowmya G V and Prathima L, “Secure Password based Security System for Banks”, International Journal of Science and Research IJSR, PP.963-966, Volume 6, Issue 9, ISSN 2319-7064, December-2019. (10.21275/ART20201232)
6	Sowmya G V, “BDRRP: Back off Delay based Reliable Routing Protocol for Wireless Sensor Network”, International Journal of Advanced and Research IJAR, PP. 7-11, Volume 7, Issue 11, November-2019. (10.21474/IJAR01/10025)
7	Sowmya G V, ”Message Security using Armstrong Numbers and Authentication using Colors”, International Research Journal of Engineering and Technology IRJET, PP.515-520, Volume 6, Issue 9, ISSN 2395-0056, September-2019.
Conference Papers
1	G V Sowmya, Kiran M, “Baud rate based multi hop routing algorithm for WSN”, Springer, 3rd International Conference on Optical and Wireless Technologies March, PP.16-17, 2019 (Accepted).
Mr. Sudeep Manohar
Journal Papers
1	Sudeep Manohar, Preethi B V, Preethi T, Sameeksha B, Sharvani S, “YOLO bases approach for Helmet and Seatbelt Detection”, Iconic Research and Engineering Journal, Volume:7 Issue:2, ISSN 2456-8880, Aug 2023.
2	Mohammed Ameenul Hasan and Sudeep Manohar “IoT Based Site Specific Nutrient Management System”, Iconic Research and Engineering Journals, PP.396-401, Volume 5, Issue 7, ISSN 2456-8880, February-2022. (IRE 1703177)
3	Ananya M D and Sudeep Manohar, “IoT based Smart Poultry farm”, National Journal of JJEM JNNCE, PP.01-06, Volume 5, Issue 2, ISSN 2582-0079, January-2022. (ISI) (10.37314/JJEM.2021.050202)
Conference Papers
1	Sudeep Manohar, “Optimal Quadcopter Placement using Brute Force method for Efficient 5G Communication”, 7th International Conference for Convergence in Technology (I2CT), April 2022.
Mr. Sayed Aftab Ahamed
Journal Papers
1	Sayed Aftab Ahamed, Manasa B R, Kavya G S, Medha M, Lavanya AS, “Skin Cancer Detection System Using Machine Learning”, Gradiva Review Journal, Volume:9 Issue:7, ISSN 0363-8057, May 2023. (Scopus)
2	Dr. Samara Mubeen and Sayed Aftab Ahamed, “Analyzing of Node Behavior in Ad hoc Network using FindS Algorithm a concept of Machine Learning”, International LINO Journal, PP.1-11, Volume 11, Issue 2, ISSN 0211-2574, February-2021. (Scopus)
3	Pavan.M , Sayed Aftab Ahamed, “Face Recognition using Local Texture Feature”, IJCEA, VOL:12,Issue:1 Jan 2018, ISSN:2321-3469.
Conference Papers
1	Pavan.M , Sayed Aftab Ahamed, “Face Recognition using Local Binary Pattern”, National Conference on Computational Science and Soft Computing- NCCSSC, December 2017.
Mr. Sathyanarayana K B
Journal Papers
1	Pradeep H K , Dr. Shoieb Ahamed, Sathyanarayana K B, “Machine Learning Approach For Fake News Detection In Twitter Using Vader Algorithm”, International Journal of Creative Research Thoughts (IJCRT), Volume 11, Issue 8,ISSN: 2320-2882, PP 530-535. (UGC)
2	Pradeep H K, Sathyanarayana K B and Girish Mantha,“Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks”, International Journal of Advanced Research in Computer and Communication Engineering, Tejass Publishers, PP.312-330, Volume 11, Issue 1, ISSN 2278-2021, February-2022. (10.17148/IJARCCE.2022.11154)
3	Pradeep H K, Sathyanarayana K B and Girish Mantha, “Student Exam Result Prediction and Analysis”, IJARCCE Tejass Publisher's, PP.304-311, Volume 11, Issue 1, February-2022. (10.17148/IJARCCE.2022.11153)
4	Pradeep H K, Sathyanarayana K B, and Girish Mantha, “Smart Medicine Remainder”, International Journal of Advanced Research in Computer and Communication Engineering, Tejass Publishers, PP.304-311, Volume 11, Issue 1, ISSN 2278-1021, February-2022. (10.17148/IJARCCE.2022.11152)
Conference Papers
1	Pradeep H K, Sathyanarayana K B and Dr. Shoieb Ahamed, ”GNN Based Approach for Fake News Detection in E-Media”, 2nd International Conference on Emerging Trends in Science, Engineering and Management (ICETSEM-2021) GMIT, Davangere, PP.1-7, July-2021.
Mr. Akshay M J
Journal Papers
1	Akshay M J,Pavan M, “A CNN Based Approach for Wall Crack Detection”, Gradiva Review Journal Gradiva Review Journal, Volume 9, Issue 7,ISSN 0363-8057, PP 395-400. (UGC, Scopus)https:// 10.37897.GRJ.2022.V9I7.
2	Akshay M. J, Revathi T, Shrinidhi Hegde, Ramya M V, Ranjana Shenoy K, “Smart Home: A Survey on Smart IoT Technologies ”, International Journal of Creative Research Thoughts, IJCRT, PP. 899-907, Volume 10, Issue 6, ISSN 2320-2882, June 2022. (UGC)
3	Akshay M J, Shivani C Salian, Amulya P S, Diya and Madhu N, “A Survey on an IoT Based Automated Classroom Appliance Controlling System”, International Journal of Scientific Research in Computer Science Engineering and Information Technology IJSRCSEIT, PP. 154-162, Volume 8, Issue 3, ISSN 2456-3307, May 2022. (UGC) (https://doi.org/10.32628/CSEIT228350)
4	Chithkala H S, Deeksha S, Kavyashree Olekar, S Sujitha and Akshay M J, ”Smart Waste Monitoring System using IoT”, International Journal of Scientific Research & Engineering Trends IJSRET, PP.2516-2521, Volume 6, Issue 4, ISSN 2395-566X, August-2020.
5	Akshay M J, Amulya H N, Anchitha K R, Nischitha A C and Priya Satish, “Drip Irrigation Based on Soil Moisture using IOT”, International Journal of Innovative Research in Computer and Communication Engineering IJIRCCE, PP.4107-4113, Volume 7, Issue 11, ISSN 2320-9801, November-2019. (10.15680/IJIRCCE.2019. 0711003)
Mr. M Pavan
Journal Papers
1	Pavan M, Meghana R Gowda, N G Sanmitha, Ngashree B N, “Study Of Soil Classification By Employing Deep Learning And Machine Learning Methods”, Gradiva Review Journal, Volume:9 Issue:5, ISSN 0363-8057, May 2023. (Scopus)
2	Akshay M J,Pavan M, “A CNN Based Approach for Wall Crack Detection”, Gradiva Review Journal Gradiva Review Journal, Volume 9, Issue 7,ISSN 0363-8057, PP 395-400. (UGC, Scopus)https:// 10.37897.GRJ.2022.V9I7.
3	Pavan M, Deepika D, Divyashree R, Kavana K, Pooja V Biligi,” Survey On Feature Extraction Approach for Human Action Recognition in Still Images and Videos”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, PP. 359-369, Volume 8, Issue 3,ISSN 2456-3307, June-2022.
4	Aparna K S, Ashwini Shirali, Bhoomika S, Gagana T S and Pavan M, “Real Time Attendance Marking System Using Face Recognition Approach”, International Journal of Scientific Research & Engineering Trends IJSRET, PP. 2053-2057, Volume 6, Issue 4, ISSN 2395-566X, August-2020.
5	Pavan.M , Sayed Aftab Ahamed, “Face Recognition using Local Texture Feature”, IJCEA, VOL:12,Issue:1 Jan 2018, ISSN:2321-3469.
6	Pavan.M , Sayed Aftab Ahamed, “Face Recognition using Local Binary Pattern”, National Conference on Computational Science and Soft Computing- NCCSSC, December 2017.
Conference Papers
1	Pavan M and Dr. Jyothi K, “Human Action Recognition in Still Images using SIFT Key Points”, International Conference Intelligent Systems and Sustainable Computing Hyderabad, Dulapally, Telagana State, India, PP.519585-519599, September-2021. (DBLP, Scopus, SCI)
Mr. Chethan G S
Journal Papers
1	Chethan G S, Deekshith K, Harshith G, Arjun V, Manoj T J, “Driver Drowsiness And Yawn Detection Using Machine Learning”, Gradiva Review Journal, Volume:9 Issue:5, ISSN 0363-8057, May 2023. (Scopus,UGC)
2	Chethan G S and Dr. Vinay S, ”A Novel Analytical Framework for Educational Intelligence as a Service”, Wireless Personal Communications Springer Nature, PP. 1753-1767,Volume 123, Issue 2, March 2022. (DBLP, Scopus, ACM) (10.1007/s11277-021-09211-7)
3	G V Sowmya and Chethan G S,”Lung Nodule Detection with Deep Learning in 3D Thoracic MR Images”, International Journal for Science and Advance Research in Technology IJSART, PP.114-119, Volume 7, Issue 12, ISSN [ONLINE]: 2395-1052, December-2021.
4	Chethan G S and Dr. Vinay S, ”Analytical Framework for Binarized Response for Enhancing Knowledge Delivery System”, International Journal of Advanced Computer Science and Applications (IJACSA), PP.507-516, Volume 12, Issue 11, December-2021. (Scopus) (10.14569/IJACSA.2021.0121157)
5	Chethan G S and Dr. Vinay S, ”An Energy Efficient Routing Approach For IOT Networks using 6LOWPAN”, International Journal for Science and Advance Research in Technology IJSART, PP.344-347, Volume 7, Issue 9, ISSN [ONLINE] : 2395-1052, September-2021.
6	Chethan G S and Dr. Vinay S, ”Predictive Analysis of Student Carrier”, International Research Journal of Modernization in Engineering Technology and Science IRJMETS, PP.1-7, Volume 3, Issue 9, ISSN: 2582-5208, September-2021.
Conference Papers
1	G. S. Chethan, S. Vinay, “Virtual Map –based approach to Optimize storage and perform Analytical Operation on Educational Big Data”, Springer, International Conference on Emerging Research in Electronics, Computer Science and Technology – ICERECT-2018, Online ISBN978-981-13-5802-9, Print ISBN978-981-13-5801-2, (10.1007/978-981-13-5802-9_37).
Mrs. Suchethana H C
Journal Paper
1	Suchethana H C, “Facial emotion detection using neural networks”, IJCRT, Volume 11, Issue 8, Aug 2023, (UGC)
2	Aruna Kumar P, Dr.Pavan Kumar M P,Suchethana H C,"Literature Survey on Big-Data Analytics and Tools" , JNNCE Journal of Engineering & Management, PP.31-44, Volume-6, ISSUE-1, Janaury-2022.
3	Suchethana H C,“VISUAL CRYPTOGRAPHY AND ITS CHALLENGES”, International Journal of Computer Engineering and Applications, Volume XII, Issue I, Jan. 2018, ISSN 2321-3469.
Mrs. Prathima L
Journal Papers
1	Sowmya G V and Prathima L, “Secure Password based Security System for Banks”, International Journal of Science and Research IJSR, PP.963-966, Volume 6, Issue 9, ISSN 2319-7064, December-2019.
2	Prathima L, “Severity Prediction of Accident in Traffic using Deep Learning based on CNN Network”, International Journal of Research and Analytical Reviews (IJRAR), Volume 8, Issue 3, September-2021.
3	Prathima L,”MRRP: Multihop Reliable Routing Protocol for Wireless Sensor Network”, Journal of Emerging Technologies and Innovative Research, Volume 6, Issue 6, ISSN 2349-5162, September-2019.
Dr. Deepa V B
Conference Papers
1	Dr. Deepa V B and Dr. Ushadevi M B, ”Adapting Smooth RTT and Stratified Sampling to New TCP Friendly Multicast Congestion Control(TFMCC)”, International Conference on Innovative Research in Science and Technology Regus-Tokyo Hibiya Centre, Tokyo, Japan, PP.24-26, March-2021. (1122)
2	Dr. Deepa V B and Dr. Ushadevi M B, ”Computation of Pre Flow Push Algorithms for Increasing Throughput in Multicast Network”, ICTC-2020, Department of Electronics & Telecommunication Engineering, JNNCE, Shivamogga, PP.14-16, October-2020. (1122)
3	Dr. Deepa V B and Dr. Ushadevi M B, ”Adapting Stratified Sampling to a New TCP Friendly Multicast Congestion Control (TFMCC) Scheme ”, ICTC-2020, Department of Electronics & Telecommunication Engineering, JNNCE, Shivamogga, PP.24-26, October- 2020. (1122)
4	Deepa V B and Dr. M B Ushadevi ,“Adapting TFMCC protocol in PIM-DM for avoiding congestion control in wired multicast”, IJCSE, Volume 6, Issue 9 Sep 2018. E-ISSN 2347-2693.
5	Deepa V B and Ushadevi M B, “Efficient adaptation of fuzzy controller for smooth sending rate to avoid congestion in multicast networks”, IJCSIT, Volume 10, Issue 6, December 2018. ISSN(online) 0975-3826, ISSN (print) 0975-4660.
6	Deepa V B and Dr. M B Ushadevi, “Computation of Maximum flow using prelaw push algorithm in PIM-DM wireless multicast Network”, IJCSITR, VOL:5 Issue: 1 March 2017, ISSN :2348-1196.
7	Deepa V B and Dr. M B Ushadevi, “Computation of shortest path using Network simplest algorithm in wireless multicast Network”, IJCSITR, VOL:4 Issue:4, Oct-Dec 2016, ISSN :2348-1196.
Mr. Girish Mantha
Journal Papers
1	Girish Mantha,Praveen G Shet,Rahul Athreya K M,Sathwik P Bhat, Shamanth G P “ Preserving Network and Adaptive Content Generating Method for Image Based Virtual Try-On Clothing System”, JNNCE Journal of Engineering & Management JNNCE Journal of Engineering & Management, Volume 7, Issue 1, ISSN 2582-0079, PP 32-39, July 2023. (ISI) http://jjem.jnnce.ac.in/current
2	Sayed Aftab ahamed, Ashwini S R, Girish Mantha, Prema K N,” Biomedical Waste Segregation for Hospice Applications”, IJRAR Atman Publishing Academy, Gujarat,Volume 10-1, ISSN 2348-1269, PP 82-86,January-2023. (UGC)
3	Sayed Aftab Ahamed, Sharath Kumar S R, Girish Manth,” A Review: Plant Disease Detection Using Image Processing And Deep Learning”, IJRAR ,Volume 9, Issue-3, PP 174-178,ISSN 2349-5138, July-2022, (UGC)
4	Pradeep H K, Sathyanarayana K B and Girish Mantha, “Exploiting Friendship Relations for Efficient Routing in Mobile Social Networks”, International Journal of Advanced Research in Computer and Communication Engineering Tejass Publishers, PP.312-330, Volume 11, Issue 1, ISSN 2278-2021, February-2022. . (10.17148/IJARCCE.2022.11154)
5	Pradeep H K, Sathyanarayana K B and Girish Mantha, “Student Exam Result Prediction and Analysis”, IJARCCE Tejass Publisher's, PP.304-311, Volume 11, Issue 1, February-2022. (10.17148/IJARCCE.2022.11153)
6	Pradeep H K, Sathyanarayana K B, and Girish Mantha, “Smart Medicine Remainder", International Journal of Advanced Research in Computer and Communication Engineering, Tejass Publishers, PP.304-311, Volume 11, Issue 1, ISSN 2278-1021, February-2022. (10.17148/IJARCCE.2022.11152)
Mr. Arun Kumar P
Journal Paper
1	Deepak M. Devendrappa,Karthik P,Deepak N. Ananth, Aruna Kumar P, “Comparison of different sparse dictionaries for compressive sampling”, Bulletin of Electrical Engineering and Informatics, PP.2611-2620, Volume-11, ISSUE-5, October-2022.
2	Aruna Kumar P, Dr.Pavan Kumar M P, Suchethana H C, "Literature Survey on Big-Data Analytics and Tools" , JNNCE Journal of Engineering & Management, PP.31-44, Volume-6, ISSUE-1, Janaury-2022.
3	Arun Kumar P, Pawan Kumar D P, Pramod B K, Supramoda G R and Veman J Patil, ”System to Detect Driver Drowsiness”, International Research Journal of Modernization in Engineering Technology and Science, PP.476-482, Volume 2, Issue 10, October-2020.
4	Aruna Kumar P, “Smart Home: A Novel Approach for Home Automation using IOT”, National Conference on Computational Sciences and Soft Computing-2017, December-2017.

INFORMATION SCIENCE AND ENGINEERING

(UG Program NBA Accredited for the period 1.7.2022 to 30.06.2025)

INFORMATION SCIENCE AND ENGINEERING

Vision

Mission

Program Educational Objectives

Program Specific Outcomes

Program Outcomes

Department Advisory Board/Committee

Department Advisory Board/Committee

Infrastructure and Facilities

Details on Lab facilities

Classroom:

Department Library:

Seminar/Auditorium facility:

Teaching Faculty

Teaching Faculty

Technical Staff

Technical Staff

Supporting Staff

Supporting Staff

Department Forum

Name of the forum: INSIGHT

Office bearers : Mrs. G.V.Soumya and Mr. Chethan G.S.

Scope & objectives:

List of Meritorious awards

Student Projects

Project Selected for Exhibition (2021-22)

Project Exhibition

Research Initiatives

Research Initiatives

Research scholar Pursuing Ph.D under Department Research Guides.

Funded Projects

List of Product development

Industry Institute Interaction: Department has signed MoU’s with following companies

Placements

Placement Details

Yearwise Placement Details

Extra-Curricular Activities

Co-curricular and Extra curricular Activities

Events and Seminars/Workshops

Events, Seminars, FDPs & STTPs

Innovations by the Faculty in Teaching and Learning

Innovations by the Faculty in Teaching and Learning

Distinguished Alumni

Distinguished Alumni and entrepreneur

Senior Director, AI Labs, SAP LABS, Bangalore

Senior Software Development Engineer, Microsoft, Washington, USA

Senior Software Development Engineer, Amazon Corporation, Washington, USA

SAP Labs, Senior Specialist Java Developer, Bangalore

Senior Data Engineer, TVS Credit Services, Bangalore

Senior Software Engineer, Lowe’s India Pvt. Ltd, Bangalore

Publications

Publications

Your Future of Excellence Begins here Our commitment to quality and Excellence means that we only trained staff for Innovative Teaching and Realtime Learning Process.

Facilities

Library and Information Center

Hi-Tech Auditorium

Modern Class Rooms

Hostel and Transport

Well Equipped Lab/Workshops

Sports and Cafeteria

Your Future of Excellence Begins here

Our commitment to quality
and Excellence means that we only trained staff for Innovative Teaching and Realtime Learning Process.