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Dr UMMESALMA M

MSc, PhD
ASSISTANT PROFESSOR

SCHOOL OF SCIENCES
BANGALORE CAMPUS
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Sl.No. Title Name of Periodical Periodicity Date
1 A neurological condition called epilepsy can result in a variety of seizures. Seizures differ from person to person. It is frequently diagnosed with fMRI magnetic resonance imaging and electroencephalography (EEG). Visually evaluating the EEG activity requires a lot of time and effort, which is the usual way of analysis. As a result, an automated diagnosis approach based on machine learning was created. To effectively categorize epileptic seizure episodes using binary classification from brain-based EEG recordings, this study develops feature selection techniques using a machine learning (ML)-based random forest classification model. Ten (10) feature selection algorithms were utilized in this proposed work. The suggested method reduces the number of features by selecting only the relevant features needed to classify seizures. So to evaluate the effectiveness of the proposed model, random forest classifier is utilized. The Bonn Epilepsy dataset derived from UCI repository of Bonn Unive Vismaya Annual 13/02/2023
2 Nanna Tande Kundavahini Daily 21/06/2021
3 Soladiru Endendu (Never accept failure) Kunda Vahini Daily 16/06/2021
4 Hennu (Woman) Kunda Vahini Daily 07/03/2021
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Clustering Faculty Members for the Betterment of Research Outcomes: A Fuzzy Multi-criteria Decision-Making Approach in Team Formation Studies in Fuzziness and Soft Computing 02-Dec-2022 420 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) UMMESALMA M,JOSEPH VARGHESE
Title of Article Clustering Faculty Members for the Betterment of Research Outcomes: A Fuzzy Multi-criteria Decision-Making Approach in Team Formation
Name of Journal Studies in Fuzziness and Soft Computing
Volume No 420
Issue No
Page No -
URL https://www.springer.com/series/2941
Indexing Agency Scopus
Date of Publication 02-Dec-2022
2 Hybrid BATGSA: A Meta Heuristic Model for the Classification of Breast Cancer Data Journal of Intelligent Systems 04-Feb-2016 26 / 1 / 139-152

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) UMMESALMA M,DORESWAMY
Title of Article Hybrid BATGSA: A Meta Heuristic Model for the Classification of Breast Cancer Data
Name of Journal Journal of Intelligent Systems
Volume No 26
Issue No 1
Page No 139-152
URL https://www.degruyter.com/view/j/jisys.2017.26.issue-1/jisys-2015-0059/jisys-2015-0059.xml
Indexing Agency Scopus
Date of Publication 04-Feb-2016
Sl.No. Title URL Subject Month Year
1 Indian Women Pioneers In Stem Field https://ummesalmam.medium.com/indian-women-pioneers-in-stem-field-f22cc1a20f02 Women's Day
2 Parveen Talha: The Stringent Boss Of Narcotics Department https://medium.com/@ummesalma.m/parveen-talha-the-stringent-boss-of-narcotics-department-612c0238ba79 Lesser Known Women Achievers
Sl.No. Type of Book Title Title of Book ISBN Month Year
Sl.No. Type of Book Title of Chapter/Article ISBN Month Year
1 Reference book A Case Study on Zonal Analysis of Cybercrimes Over a Decade in India 9781003319887 Jul 2023

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DIYA C R,UMMESALMA M,CHAITRA RANGAPPA BEERANNAVAR
Title of Book Cybersecurity for Decision Makers
Title of Book/Chapter/Article/Case Study) A Case Study on Zonal Analysis of Cybercrimes Over a Decade in India
Month/Year Jul/2023
ISBN 9781003319887
Pages 127 - 146
Publishing Company/Institution Taylor & Francis
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings COLPOUSIT: a hybrid model for tourist place recommendation based on machine learning algorithms May 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M,YASHIGA C
Title of Book 2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)
Title of Book/Chapter/Article/Case Study) COLPOUSIT: a hybrid model for tourist place recommendation based on machine learning algorithms
Month/Year May/2022
ISBN
Pages 1743 - 1750
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Classification Algorithms Used in the Study of EEG-Based Epileptic Seizure Detection 978-1-6654-3368-6 May 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M
Title of Book 2nd International Conference on Smart Electronics and Communication, ICOSEC 2021
Title of Book/Chapter/Article/Case Study) Classification Algorithms Used in the Study of EEG-Based Epileptic Seizure Detection
Month/Year May/2022
ISBN 978-1-6654-3368-6
Pages 1518 - 1521
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
4 Conference Proceedings Demography-Based Hybrid Recommender System for Movie Recommendations 978-981-16-9012-9 Mar 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M,BEBIN K RAJU,SAGAYA AURELIA P
Title of Book Lecture Notes in Electrical Engineering
Title of Book/Chapter/Article/Case Study) Demography-Based Hybrid Recommender System for Movie Recommendations
Month/Year Mar/2022
ISBN 978-981-16-9012-9
Pages 49 - 58
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
5 Reference book A Decade Survey on Internet of Things in Agriculture 978-3-030-37467-9 May 2021

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M,MANSAF ALAMKASHISH ARA SHAKILSAMIYA KHAN
Title of Book Internet of Things (IoT) Concepts and Applications
Title of Book/Chapter/Article/Case Study) A Decade Survey on Internet of Things in Agriculture
Month/Year May/2021
ISBN 978-3-030-37467-9
Pages 351 - 370
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
6 Reference book A Meta-Heuristic based Hybrid Predictive Model for Sensor Network Data 9783662572757 May 2018

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M,SRINIVAS NARASEGOUDA,ANURAHA N PATIL,MISHRA B
Title of Book Computational intelligence in sensor networks
Title of Book/Chapter/Article/Case Study) A Meta-Heuristic based Hybrid Predictive Model for Sensor Network Data
Month/Year May/2018
ISBN 9783662572757
Pages 167 - 186
Publishing Company/Institution SPRINGER
Indexing Agency Scopus
Level International publisher
7 Reference book Nature Inspired Algorithm Approach for the Development of an Energy Aware Model for Sensor Network 9783662572757 May 2018

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) UMMESALMA M,SRINIVAS NARASEGOUDA,ANURADHA N PATIL,MISHRA B
Title of Book Computational intelligence in sensor networks: Part of the Studies in Computational Intelligence book series (SCI, volume 776)
Title of Book/Chapter/Article/Case Study) Nature Inspired Algorithm Approach for the Development of an Energy Aware Model for Sensor Network
Month/Year May/2018
ISBN 9783662572757
Pages 55 - 77
Publishing Company/Institution SPRINGER
Indexing Agency Scopus
Level International publisher
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 Conference Presenter 2nd International Conference on Smart Electronics and Communication (ICOSEC) Classification Algorithms Used In The Study of EEG-Based Epileptic Seizure Detection 07/10/2021 Kongunadu College of Engineering and Technology International
2 Conference Presenter Congress of Intelligent Systems 2021 An Empirical Study on Signal Transformation Techniques on Epileptic Seizures Using EEG Data 04/09/2021 Christ University International
3 Conference Participant International Conference on Issues and Challenges in Doctoral Research (ICICDR-2021) 25/08/2021 Amity University International
4 Conference Presenter 5th IEEE International Conference on Trends in Electronics and Informatics (ICOEI 2021) COLPOUSIT: A Hybrid Model for Tourist Place Recommendation based on Machine Learning Algorithms 03/06/2021 IEEE & SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, India International
5 Conference Participant Zakat Conference 2.0 03/04/2021 Association of Muslim Professionals (AMP), India National
6 Conference Presenter International Conference on Sustainable Advanced Computing ICSAC -2021 Demography Based Hybrid Recommender System for Movie Recommendations 05/03/2021 Christ University International
7 Conference Presenter 2020 International Conference on Communication, Computing and Industry 4.0 (C2I4) Constraint Governed Association Rule Mining for Identification of Strong SNPs to Classify Autism Data 17/12/2020 CMR Institute of Technology International
8 Seminar Participant Machine Learning and AI beyond the buzz 07/11/2020 Christ University Institutional
9 Conference Presenter National Conference on Emerging Trends in Information Technology Contribution of Sentiment Analysis Using Twitter Data in Predicting Crime Against Women 25/09/2020 Christ University National
10 Conference Presenter International Conference on Advances in Business, Commerce & Information Technology Role of Digital Technology in Autism: A Case Study 30/07/2020 Department of Computer Applications, Management & Commerce TJohn College International
11 Seminar Participant Webinar on Machine Learning Taxonomy Using Python 29/05/2020 Christ University Institutional
12 Conference Co-presenter Third International Conference on Computational Systems and Information Technology for sustainable solutions 20/12/2018 R V College of Engineering Bengaluru International
13 Conference Co-presenter International Conference on Sustainable Advanced Computing ICSAC-2018 02/03/2018 Christ University International
14 Conference Co-presenter International Conference on Sustainable Advanced Computing ICSAC-2018 02/03/2018 Christ University International
Sl.No. Title of the Program Name of the Program Date Name of the Institution
1 Faculty Development Program on "Statistical Computing using Python" Faculty Development Program 12/04/2021 Department of Statistics, CHRIST (Deemed to be University)
2 Guest Lecture on Fundamentals of Python Programming Guest Lecture on Fundamentals of Python Programming 26/02/2021 TJohn College
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
Sl.No. Title of Invention Inventor(s) Filing Date
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 International Conference department of statistics and data science International Invited Resource Person/Trainer 30/03/2023
2 National Workshop on Statistical Computing Using Python Department of Statistics and Data Science National Invited Resource Person/Trainer 11/01/2023
3 Curriculum Design and Revision with specific focus on OBE Staff Development College CHRIST Institutional Participant 05/12/2022
4 Design Made Easy Using Canva 30M Training powered by Media Studies & IT Services CHRIST (Deemed to be University) Institutional Participant 28/07/2022
5 FDP1 -2022 CEDBEC CHRIST Institutional Participant 06/07/2022
6 Webinar on Attracting Grants and Funds for Research Wiley International Participant 14/09/2021
7 Workshop On Cyber Security and Digital Forensics Aligarh Muslim University International Participant 26/08/2021
8 FDP on Multidimensional Skills for Teaching Fraternity in Higher Education Institutions Government of India Ministry of Education National Participant 24/08/2021
9 FDP on Data Science Indian Institute of Technology Kanpur National Participant 11/06/2021
10 FDP on Nurturing Academic Leadership - A Multi Dimensional Perspective CHRIST (Deemed to be University) Institutional Participant 26/05/2021
11 Quality Improvement Program on Hybrid Teaching CHRIST (Deemed to be University) Participant 02/03/2021
12 COVID19 Data Analysis Using Python Coursera International Participant 22/06/2020
13 Capstone: Retrieving, Processing, and Visualizing Data with Python Coursera International Participant 03/06/2020
14 Using Databases with Python Coursera International Participant 31/05/2020
15 Python Data Structures Coursera (University of Michigan) International Participant 31/05/2020
16 Using Python to Access Web Data Coursera (University of Michigan) International Participant 31/05/2020
17 Specialization Course on Python for Everybody Coursera International Participant 29/05/2020
18 Programming for Everybody (Getting Started with Python) Coursera (University of Michigan) International Participant 29/05/2020
19 2Days FDP on Cloud Application Development Computer Society of India & CHRIST (Deemed to be University) Regional Participant 13/05/2020
20 Big Data Workshop Edureka National Participant 09/05/2020
21 JCR South Asia Training and Certification Program 2020 Clarivate Analytics Company International Participant 05/05/2020
22 Quality Improvement Program on Online Teaching CHRIST (Deemed to be University) Participant 22/04/2020
23 Marketing Analytics Coursera (University of Virginia) International Participant 11/04/2020
24 Python 3.4.3 training by Spoken Tutorials IIT Bombay National Participant 05/04/2020
25 Handson workshop on applied genomics in precision medicine(oncology) Deanery of Sciences CHRIST (Deemed to be University) Regional Participant 25/10/2018
26 QIP on Outcome Based Education Academic Staff College CHRIST( Deemed to be University) Participant 21/05/2018
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Indian Science Congress Life Time Member Indian Science Congress Association is a premier scientific organisation of India with headquarters at Kolkata, West Bengal. The association started in the year 1914 in Kolkata and it meets annually in the first week of January. It has a membership of more than 30,000 scientists. Member Id: L38297 INDIAN SCIENCE CONGRESS 01 August 2019
2 Internet Society Lifetime Member The Internet Society (ISOC) is an American nonprofit organization founded in 1992 to provide leadership in Internet-related standards, education, access, and policy. Its mission is "to promote the open development, evolution and use of the Internet for the benefit of all people throughout the world" Membership ID:2220196 Internet Society (ISOC) 09 July 2020
3 AI Curriculum Connect? - A course on Artificial Intelligence by the UK Government AI foundational course is a specialization course offered by the UK government to Indian participants and delivered by The AI Core. Top 70 were picked from various competitive field of 300 short listed candidates and 700 applied candidates from across the India. The programme started on 5th November 2020 and was an intense 10 weeks course delivered by AI Core (www.theaicore.com). British High Commission New Delhi 17 March 2021
4 The Mental Health and Covid19 Datathon This certificate is presented to Umme Salma M in recognition of attending The Mental Health and Covid19 Datathon Hosted virtually by Ulster University, Ireland 22-24th March 2021. In collaboration with University of Bath England, and Engineering and Physical Science Research Council, United Kingdom. Ulster University, Ireland 31 March 2021
5 IEEE and Women in Engineering Membership IEEE Women in Engineering (WIE) is a global network of IEEE members and volunteers dedicated to promoting women engineers and scientists, and inspiring girls around the world to follow their academic interests in a career in engineering and science. IEEE 05 December 2021
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

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