Faculty

Profile

 Back

Dr RAGHAVENDRA S

MTech, PhD
ASSOCIATE PROFESSOR

COMPUTER SCIENCE AND ENGINEERING
SCHOOL OF ENGINEERING AND TECHNOLOGY
BANGALORE CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 A Credit Scoring Heterogeneous Ensemble Model Using Stacking and Voting Indian Journal of Science and Technology 28-Jan-2022 15 / 7 / 300-308

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,C J ANIL KUMAR,B K RAGHAVENDRA
Title of Article A Credit Scoring Heterogeneous Ensemble Model Using Stacking and Voting
Name of Journal Indian Journal of Science and Technology
Volume No 15
Issue No 7
Page No 300-308
URL https://www.indjst.org/
Indexing Agency Web of Science
Date of Publication 28-Jan-2022
2 Passenger Flow Prediction From Afc Data Using Station Memorizing Lstm For Metro Rail Systems Neural Network World 08-Sep-2021 31 / 3 / 173-189

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,T.D. SAJANRAJ,J. MULERIKKAL,R. VINITH,V. FABERA
Title of Article Passenger Flow Prediction From Afc Data Using Station Memorizing Lstm For Metro Rail Systems
Name of Journal Neural Network World
Volume No 31
Issue No 3
Page No 173-189
URL http://nnw.cz/doi/2021/NNW.2021.31.009.pdf
Indexing Agency Web of Science and Scopus
Date of Publication 08-Sep-2021
3 Eye blink detection using CNN to detect drowsiness level in drivers for road safety Indonesian Journal of Electrical Engineering and Computer Science 03-Mar-2021 22 / 1 / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,POTHURAJU VISHESH,SANTOSHKUMAR JANKATTI,REKHA V
Title of Article Eye blink detection using CNN to detect drowsiness level in drivers for road safety
Name of Journal Indonesian Journal of Electrical Engineering and Computer Science
Volume No 22
Issue No 1
Page No -
URL http://ijeecs.iaescore.com/index.php/IJEECS/article/view/24413
Indexing Agency Scopus
Date of Publication 03-Mar-2021
4 Electricity requirement prediction using time series and Facebook's PROPHET Indian Journal of Science and Technology 29-Dec-2020 13 / 47 / 4631-4645

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,RACHEL JOY CHADALAVADA,REKHA V
Title of Article Electricity requirement prediction using time series and Facebook's PROPHET
Name of Journal Indian Journal of Science and Technology
Volume No 13
Issue No 47
Page No 4631-4645
URL https://mjl.clarivate.com/search-results
Indexing Agency Web of Science
Date of Publication 29-Dec-2020
5 Performance evaluation of Map-reduce jar pig hive and spark with machine learning using big data International Journal of Electrical and Computer Engineering (IJECE) 02-Mar-2020 10 / 4 / 3811-3818

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,SANTOSH KUMAR J,RAGHAVENDRA B K,MEENAKSHI
Title of Article Performance evaluation of Map-reduce jar pig hive and spark with machine learning using big data
Name of Journal International Journal of Electrical and Computer Engineering (IJECE)
Volume No 10
Issue No 4
Page No 3811-3818
URL http://ijece.iaescore.com/index.php/IJECE/article/view/18741/14048
Indexing Agency Scopus
Date of Publication 02-Mar-2020
6 Big data Performance Evaluation of Map-Reduce Pig and Hive International Journal of Engineering and Advanced Technology (IJEAT) 30-Aug-2019 8 / 6 / 2982-2985

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,SANTOSH KUMAR J, RAGHAVENDRA B K, MEENAKSHI
Title of Article Big data Performance Evaluation of Map-Reduce Pig and Hive
Name of Journal International Journal of Engineering and Advanced Technology (IJEAT)
Volume No 8
Issue No 6
Page No 2982-2985
URL https://www.ijeat.org/wp-content/uploads/papers/v8i6/F9002088619.pdf
Indexing Agency Scopus
Date of Publication 30-Aug-2019
7 Performance evaluation of random forest with feature selection methods in prediction of diabetes International Journal of Electrical and Computer Engineering (IJECE) 29-Aug-2019 10 / 1 / 353-359

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,SANTOSH KUMAR J
Title of Article Performance evaluation of random forest with feature selection methods in prediction of diabetes
Name of Journal International Journal of Electrical and Computer Engineering (IJECE)
Volume No 10
Issue No 1
Page No 353-359
URL http://ijece.iaescore.com/index.php/IJECE/article/view/17675/13449
Indexing Agency Scopus
Date of Publication 29-Aug-2019
8 Evaluating The Performance of Machine Learning using Feature Selection Methods on Dengue Dataset International Journal of Engineering and Advanced Technology (IJEAT) 30-Jun-2019 8 / 5 / 2679-2685

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,SUBHRAM DASGUPTA,NAMAN SHARMA,SWETA SINHA
Title of Article Evaluating The Performance of Machine Learning using Feature Selection Methods on Dengue Dataset
Name of Journal International Journal of Engineering and Advanced Technology (IJEAT)
Volume No 8
Issue No 5
Page No 2679-2685
URL https://www.ijeat.org/wp-content/uploads/papers/v8i5/E7855068519.pdf
Indexing Agency Scopus
Date of Publication 30-Jun-2019
9 Performance Evaluation of Machine Learning Techniques in Diabetes Prediction International Journal of Engineering and Advanced Technology 28-Feb-2019 8 / 3 / 363-369

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAGHAVENDRA S,SANTOSH KUMAR J,RAGHAVENDRA B K
Title of Article Performance Evaluation of Machine Learning Techniques in Diabetes Prediction
Name of Journal International Journal of Engineering and Advanced Technology
Volume No 8
Issue No 3
Page No 363-369
URL https://www.ijeat.org/
Indexing Agency Scopus
Date of Publication 28-Feb-2019
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book ISBN Month Year
Sl.No. Type of Book Title of Chapter/Article ISBN Month Year
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Seminar Participant Webinar on NEP 27/01/2022 Christ University Institutional
2 Seminar Participant International Seminar On Research And Innovation In Engineering And Technology 14/12/2021 GSSSIETW, Mysore International
3 Conference Panelist AICTE Sponsored 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques 10/12/2021 GSSS Institute of Engineering & Technology for Women, Mysuru International
4 Seminar Participant How to Publish Top Grade Scientific Research Articles 08/12/2021 Bhagwan Parshuram Institute of Technology, New Delhi International
5 Conference Panelist 2nd Congress on Intelligent Systems CIS 2021 04/09/2021 Christ University International
6 Conference Panelist 2nd Congress on Intelligent Systems CIS 2021 04/09/2021 Christ University International
7 Conference Panelist International Conference on Recent Trends in Science and Technology 08/07/2021 ATME College of Engineering International
8 Seminar Participant Challenges and Opportunities in Higher Education beyond COVID-19 27/06/2021 Dr. Ambedkar Institute Of Technology International
9 Seminar Participant Model Driven Orchestration in Edge Networking 10/06/2021 Presidency University International
10 Conference Panelist ICSAC 2021 05/03/2021 Christ University International
11 Seminar Participant 2nd International Seminar on Research and Innovation in Engineering and Technology 16/12/2019 GSSSIETW, Mysore International
12 Seminar Participant MHRD Model Curriculum on Latest Technologies MHRD Model Curriculum on Latest Technologies 03/09/2019 New Horizon College of Engineering International
13 Conference Moderator/Chair 3 National Conference on ?ENGINEERING INNOVATIONS AND SOLUTIONS? (NCEIS ? 2019) 23/04/2019 GSSS Institute of Engineering and Technology for Women National
14 Conference Moderator/Chair IconDSC'19 01/03/2019 Christ University Institutional
15 Seminar Participant International Seminar on Research and Innovation in Engineering and Technology 17/12/2018 GSSSIETW, Mysore International
16 Conference Co-presenter ERCICA-2014 Performance Evaluation of Logistic Regression and ANN Model with Feature Selection Methods Using Cross Validation Sample and Percentage Split on Medical Datasets 01/08/2014 NITTE MEENAKSHI INSTITUTE OF TECHNOLOGY International
17 Conference Presenter Emerging Trends in Information Technology Classification and Predictive Model Using RELR and ANN for Medical Datasets- An Overview 03/05/2012 DON BOSCO INSTITUTE OF TECHNOLOGY National
18 Conference Co-presenter Frontiers of Computer Science Comparison of Logistic Regression and Neural Network Model with and without Hidden Layer 19/05/2011 DON BOSCO INSTITUTE OF TECHNOLOGY National
Sl.No. Title of the Program Name of the Program Date Name of the Institution
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 Use of Artificial Intelligence to predict mandibular third molar impaction based on difference in dental arch length and total teeth size. AMIT KUMAR PANDEY Christ University July 2021
2 Data Analytics Platform for a Metro Rail Transport System In Distributed Computing SAJANRAJ T D Christ University January 2022
Sl.No. Title of Invention Inventor(s) Filing Date
1 Big data Performance Enhancement using Machine Learning Spark-ML Pipeline Auto Parameter Tuning RAGHAVENDRA S,SANTOSH KUMAR J,RAJESH T M,GOVINDARAJU G N,V SUNIL KUMAR,B. K. RAGHAVENDRA,SARAVANA M K,HARISH K,SRINDHI KULKARNI V,VEERANNA KOTAGI 29-Dec-2020

Additional information

Title of Invention Big data Performance Enhancement using Machine Learning Spark-ML Pipeline Auto Parameter Tuning
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAGHAVENDRA S,SANTOSH KUMAR J,RAJESH T M,GOVINDARAJU G N,V SUNIL KUMAR,B. K. RAGHAVENDRA,SARAVANA M K,HARISH K,SRINDHI KULKARNI V,VEERANNA KOTAGI
Type of Specification Provisional
Type of Patent
Granted/Awarded Date 01-Jan-2021
Publication/Application Date 01-Jan-2021
Application/Filing Date 29-Dec-2020
IPC Number
Publication Number 01/2021
Patent Number 202041057025
Field of Invention COMMUNICATION
2 SMART SYSTEM FOR EFFECTIVE WASTE MANAGEMENT RAGHAVENDRA S,MEENAKSHI,DR. SANDHYA GURUSWAMY,DR.MANJUNATH SWAMY SRINATH,DR. B. K. RAGHAVENDRA,RAGHAVENDRA S N,DR. N P NETHRAVATHI,SHIVASHANKAR S K,PROF.SANTOSH KUMAR J,VEERANNA KOTAGI 13-Nov-2020

Additional information

Title of Invention SMART SYSTEM FOR EFFECTIVE WASTE MANAGEMENT
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAGHAVENDRA S,MEENAKSHI,DR. SANDHYA GURUSWAMY,DR.MANJUNATH SWAMY SRINATH,DR. B. K. RAGHAVENDRA,RAGHAVENDRA S N,DR. N P NETHRAVATHI,SHIVASHANKAR S K,PROF.SANTOSH KUMAR J,VEERANNA KOTAGI
Type of Specification Complete
Type of Patent
Granted/Awarded Date 20-Nov-2020
Publication/Application Date 20-Nov-2020
Application/Filing Date 13-Nov-2020
IPC Number
Publication Number 47/2020
Patent Number 202041049785 A
Field of Invention Communication
3 Interpersonal Skills Score Card for students using Artificial Intelligence and methods thereof RAGHAVENDRA S,DR.USHA B A,DR. REKHA B VENKATAPUR,DR. SWATHI K,ADITYA PAI H,KRISHNA S GUDI,DR.SUNANDA DIXIT,PROF.SANTOSH KUMAR J,DR ASHISH KHANNA,DR.DEEPAK GUPTA,VEERANNA KOTAGI 16-Oct-2020

Additional information

Title of Invention Interpersonal Skills Score Card for students using Artificial Intelligence and methods thereof
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAGHAVENDRA S,DR.USHA B A,DR. REKHA B VENKATAPUR,DR. SWATHI K,ADITYA PAI H,KRISHNA S GUDI,DR.SUNANDA DIXIT,PROF.SANTOSH KUMAR J,DR ASHISH KHANNA,DR.DEEPAK GUPTA,VEERANNA KOTAGI
Type of Specification Complete
Type of Patent
Granted/Awarded Date 13-Nov-2020
Publication/Application Date 13-Nov-2020
Application/Filing Date 16-Oct-2020
IPC Number
Publication Number 46/2020
Patent Number 202041045225 A
Field of Invention Communication
4 Novel System for Mental Health State analysis using Machine Learning and methods thereof RAGHAVENDRA S,PROF.SANTOSH KUMAR J,JAYANTA BANERJEE,PROF.SUBHENDU DEY,MRS. KANCHAN A. KHEDIKAR,KASHINATH HIREMATH,DR ASHISH KHANNA,DR DEEPAK GUPTA,SAUMYA L,D BHULAKSHMI,CHAITRA Y.R,VEERANNA KOTAGI, VEERANNA KOTAGI 14-Oct-2020

Additional information

Title of Invention Novel System for Mental Health State analysis using Machine Learning and methods thereof
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) RAGHAVENDRA S,PROF.SANTOSH KUMAR J,JAYANTA BANERJEE,PROF.SUBHENDU DEY,MRS. KANCHAN A. KHEDIKAR,KASHINATH HIREMATH,DR ASHISH KHANNA,DR DEEPAK GUPTA,SAUMYA L,D BHULAKSHMI,CHAITRA Y.R,VEERANNA KOTAGI, VEERANNA KOTAGI
Type of Specification Complete
Type of Patent
Granted/Awarded Date 30-Oct-2020
Publication/Application Date 30-Oct-2020
Application/Filing Date 14-Oct-2020
IPC Number
Publication Number 44/2020
Patent Number 202041044754 A
Field of Invention Communication
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Role Date
1 Job Opportunities in IT for Technical and Non-Tech skills Udemy International Participant 20/01/2022
2 Machine Learning: Linear Regression using TensorFlow Python Udemy International Participant 10/12/2021
3 Python Programming 2021 Full Coverage: A Practical Approach Udemy International Participant 09/12/2021
4 Sorting and Searching- Concepts, Algorithms and Python Code Udemy International Participant 28/11/2021
5 Artificial Intelligence- Game Playing Agents Udemy International Participant 01/11/2021
6 ATAL Academy Online Elementary FDP on " Quantum Computing Algorithms and Machine Learning" R V College of Engineering International Participant 02/08/2021
7 ATAL Academy Online Elementary FDP on " ADOPTION OF VIRTUAL REALITY TECHNOLOGIES FOR DRUG DISCOVERY: THE CENTERPIECE OF ACADEMIC AND INDUSTRY LABS KIET Group of Institutions (KIET School of Pharmacy) International Participant 26/07/2021
8 The Art of Doing Research Jyothi Engineering College, Thrissur, India, CHRIST (Deemed to be University), Bangalore, India and Pelita Bangsa University, Indonesia International Participant 12/07/2021
9 FDP 1 2021 CEDBEC and HRDC Institutional Participant 16/06/2021
10 Quality Improvement Program on Hybrid Teaching Staff Development College Participant 02/03/2021
11 (ATAL) Academy Online FDP on "Internet of Things (IoT)" Centre for Development of Advanced Computing (CDAC) International Participant 14/12/2020
12 ATAL Online FDP on "Artificial Intelligence" Manipal Institute of Technology International Participant 07/12/2020
13 ATAL Online FDP on "Data Sciences" Meerut Institute of Engineering and Technology International Participant 01/12/2020
14 International Workshop on ?Electric Power Grid Modernisation: Trends, Challenges and Opportunities THE NATIONAL INSTITUTE OF ENGINEERING Participant 20/07/2020
15 Cyber Security AICTE Training And Learning (ATAL) Academy International Participant 18/05/2020
16 Cloud Application Development Computer Society of India Institutional Participant 13/05/2020
17 Artificial Intelligence AICTE Training And Learning (ATAL) Academy International Participant 11/05/2020
18 Python Data Structures Coursera International Participant 07/05/2020
19 ML and AI Using Covid-19 Virus Data Analysis Finland Labs (A Unit of Revert Technology Pvt. Ltd) International Participant 27/04/2020
20 Programming for Everybody (Getting Started with Python) Coursera International Participant 16/04/2020
21 One Day Workshop on C and C++ IIT Bombay International Participant 29/02/2020
22 Teaching Pedagogy & Evaluation Process in OBE CHRIST Deemed to be University Participant 20/05/2019
23 Internet of Things (IoT) and its Applications VISVESVARAYA TECHNOLOGICAL UNIVERSITY, Belagavi Regional Participant 10/12/2018
24 Cybersecurity Essentials Christ University and Cisco Networking Academy Institutional Participant 16/07/2018
25 Research Methodologies and Latex VISVESVARAYA TECHNOLOGICAL UNIVERSITY Regional Participant 27/07/2013
26 Green Computing/IT: Power Efficient and Eco-friendly Computing Vision Group and Science and Technology Regional Participant 14/03/2011
27 SOFTWARE ENGINEERING Vision Group and Science and Technology Regional Participant 18/03/2010
28 SOFT COMPUTING JAIN UNIVERSITY National Participant 28/01/2010
29 INFORMATION STORAGE AND MANAGEMENT EMC2 Regional Participant 20/11/2009
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

CHRIST

(Deemed to be University)

Dharmaram College Post, Hosur Road, Bengaluru - 560029,
Karnataka, India

Tel: +91 804012 9100 / 9600

Fax: 40129000

Email: mail@christuniversity.in

Web: http://www. christuniversity.in

Vision

EXCELLENCE AND SERVICE

Mission

CHRIST (Deemed to be University) is a nurturing ground for an individual's holistic development to make effective contribution to the society in a dynamic environment.

Copyright © CHRIST (Deemed to be University) 2020
Website Developed by Cloud Business Pages from INI Technologies Pvt Ltd., Kochi, India