Dr UMMESALMA M
MSc, PhD
ASSOCIATE PROFESSOR
MSc, PhD
ASSOCIATE PROFESSOR
Articles in Periodicals
| Sl.No. | Title | Name of Periodical | Periodicity | Date |
| 1 | A Crawl To Remember | DATA CRUISE | Annual | 07/11/2024 |
| 2 | Explainable Artificial Intelligence | Vismaya | Annual | 24/09/2024 |
| 3 | GURU | KUNDA VAHINI | Daily | 05/09/2024 |
| 4 | Logicross | Vismaya | Annual | 24/01/2024 |
| 5 | She-E-Os: Do Women At The Top Elevate Everyone? | Voices of Women | Annual | 21/12/2023 |
| 6 | 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 |
| 7 | Nanna Tande | Kundavahini | Daily | 21/06/2021 |
| 8 | Soladiru Endendu (Never accept failure) | Kunda Vahini | Daily | 16/06/2021 |
| 9 | Hennu (Woman) | Kunda Vahini | Daily | 07/03/2021 |
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 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 / 420 / / - | 1434-9922 | 02-Dec-2022 |
| 2 | Social, Medical, and Educational Applications of IoT to Assist Visually Impaired People | Studies in big data / 73 / 20 / 195 - 214 | 2197-6511 | 09-Jun-2020 |
| 3 | Hybrid BATGSA: A Meta Heuristic Model for the Classification of Breast Cancer Data | Journal of Intelligent Systems / 26 / 1 / 139 - 152 | 0334-1860 | 04-Feb-2016 |
| 4 | Reducing the Feature Space Using Constraint-Governed Association Rule Mining | Journal of Intelligent Systems / 26 / 1 / 139 - 152 | 2191-026X | 04-Feb-2014 |
Blog
| 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 | 3/2021 |
| 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 | 3/2021 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Bioinformatics and Beyond AI Applications in Healthcare | UMMESALMA M,LAKSHMI K,SANGEETHA SHATHISH,MOOLCHAND SHARMA AND ETAL | 9781003508403 | / |
| 2 | Evolution of Machine Learning and Internet of Things | UMMESALMA M,JOSHUA M,ARUN KUMAR RANA AND ET .AL | 9781003476207 | / |
| 3 | Evolution of Machine Learning and Internet of Things | UMMESALMA M,SHALU SURENDRAN,ARUN KUMAR RANA AND ET .AL | 9781003476207 | / |
| 4 | Proceedings of Second International Conference on Data Science and Information System (ICDSIS) | UMMESALMA M,SRUSHTI TUNGAR,DR. CHANDRIKA J AND DR. B RAMESH | 979-8-3503-8166-5 | / |
| 5 | ICWITE Proceedings 2024 | UMMESALMA M,DEBANGANA MAHAPATRA,DR. VIJAYLAKSHMI K | 979-8-3503-8329-4 | / |
| 6 | Proceedings of IEEE International Conference for Women in Innovation, Technology & Entrepreneurship | UMMESALMA M,ANUSKA MUKHERJEE,VIJAYALAKSHMI K AND ASHWINI V R | 979-8-3503-8328-7 | / |
| 7 | Proceeding of ICWTE 2024 | UMMESALMA M,ANUSKA MUKHERJEE,DR. VIJAYLAKSHMI K | 979-8-3503-8328-7/24 | / |
| 8 | Cybersecurity for Decision Makers | DIYA C R,UMMESALMA M,CHAITRA RANGAPPA BEERANNAVAR | 9781003319887 | / |
| 9 | Lecture Notes in Networks and Systems | UMMESALMA M,BALACHANDRAN K | 978-981-19-9378-7 | / |
| 10 | Lecture Notes on Data Engineering and Communications Technologies | UMMESALMA M,SARASWAT M | 978-981-16-9112-6 | / |
| 11 | 2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) | UMMESALMA M,YASHIGA C | / | |
| 12 | 2nd International Conference on Smart Electronics and Communication, ICOSEC 2021 | UMMESALMA M | 978-1-6654-3368-6 | / |
| 13 | Lecture Notes in Electrical Engineering | UMMESALMA M,BEBIN K RAJU,SAGAYA AURELIA P | 978-981-16-9012-9 | / |
| 14 | Internet of Things (IoT) Concepts and Applications | UMMESALMA M,MANSAF ALAMKASHISH ARA SHAKILSAMIYA KHAN | 978-3-030-37467-9 | / |
| 15 | 2020 International Conference on Communication, Computing and Industry 4.0 (C2I4) | UMMESALMA M,PRAVEEN M,DR. V. ILANGO, CMRIT BANGALORE | / | |
| 16 | 2018 3rd International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS) | UMMESALMA M,SHAILAJA K,DR. BM SAGAR | 978-1-5386-6078-2 | / |
| 17 | Computational intelligence in sensor networks | UMMESALMA M,SRINIVAS NARASEGOUDA,ANURAHA N PATIL,MISHRA B | 9783662572757 | / |
| 18 | Computational intelligence in sensor networks: Part of the Studies in Computational Intelligence book series (SCI, volume 776) | UMMESALMA M,SRINIVAS NARASEGOUDA,ANURADHA N PATIL,MISHRA B | 9783662572757 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 2nd International Conference on Smart Electronics and Communication (ICOSEC) | Conference | Classification Algorithms Used In The Study of EEG-Based Epileptic Seizure Detection | Presenter) | Kongunadu College of Engineering and TechnologyTrichy, India | 07/10/2021 |
| 2 | Congress of Intelligent Systems 2021 | Conference | An Empirical Study on Signal Transformation Techniques on Epileptic Seizures Using EEG Data | Presenter) | Christ UniversityOnline | 04/09/2021 |
| 3 | International Conference on Issues and Challenges in Doctoral Research (ICICDR-2021) | Conference | Participant) | Amity UniversityHaryana | 25/08/2021 | |
| 4 | 5th IEEE International Conference on Trends in Electronics and Informatics (ICOEI 2021) | Conference | COLPOUSIT: A Hybrid Model for Tourist Place Recommendation based on Machine Learning Algorithms | Presenter) | IEEE & SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, IndiaTamil Nadu, India | 03/06/2021 |
| 5 | Zakat Conference 2.0 | Conference | Participant) | Association of Muslim Professionals (AMP), IndiaIndia | 03/04/2021 | |
| 6 | International Conference on Sustainable Advanced Computing ICSAC -2021 | Conference | Demography Based Hybrid Recommender System for Movie Recommendations | Presenter) | Christ UniversityBengaluru | 05/03/2021 |
| 7 | 2020 International Conference on Communication, Computing and Industry 4.0 (C2I4) | Conference | Constraint Governed Association Rule Mining for Identification of Strong SNPs to Classify Autism Data | Presenter) | CMR Institute of TechnologyBangalore | 17/12/2020 |
| 8 | Machine Learning and AI beyond the buzz | Seminar | Participant) | Christ UniversityBengaluru | 07/11/2020 | |
| 9 | National Conference on Emerging Trends in Information Technology | Conference | Contribution of Sentiment Analysis Using Twitter Data in Predicting Crime Against Women | Presenter) | Christ UniversityBengaluru | 25/09/2020 |
| 10 | International Conference on Advances in Business, Commerce & Information Technology | Conference | Role of Digital Technology in Autism: A Case Study | Presenter) | Department of Computer Applications, Management & Commerce TJohn CollegeBengaluru | 30/07/2020 |
| 11 | Webinar on Machine Learning Taxonomy Using Python | Seminar | Participant) | Christ UniversityOnline | 29/05/2020 | |
| 12 | Third International Conference on Computational Systems and Information Technology for sustainable solutions | Conference | Co-presenter) | R V College of Engineering BengaluruBengaluru | 20/12/2018 | |
| 13 | International Conference on Sustainable Advanced Computing ICSAC-2018 | Conference | Co-presenter) | Christ UniversityBengaluru-29 | 02/03/2018 | |
| 14 | International Conference on Sustainable Advanced Computing ICSAC-2018 | Conference | Co-presenter) | Christ UniversityBengaluru-29 | 02/03/2018 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Methodology to manuscript webinar on research proposal writing | Webinar on research proposal writing | 27/02/2025 | CHRIST University |
| 2 | Role of explainable AI in healthcare | Online Invited Talk | 17/10/2024 | Pennsylvania State University |
| 3 | Resource Person at the pre-conference Workshop of XVI Biennial Conference AIIB23 on the topic Handson Session on Python Programming | Pre Conference Workshop | 29/03/2023 | International Biometric Society and CHRIST university |
| 4 | Faculty Development Program on "Statistical Computing using Python" | Faculty Development Program | 12/04/2021 | Department of Statistics, CHRIST (Deemed to be University) |
| 5 | Guest Lecture on Fundamentals of Python Programming | Guest Lecture on Fundamentals of Python Programming | 26/02/2021 | TJohn College |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | Computational Modelling to Analyze the Impact of Yoga on Mental Ability | GYANESHWAR SINGH | Christ University | Supervisor | Ongoing | August 2023 |
| 2 | . | MANJU S | Christ University | Supervisor | Ongoing | March 2025 |
| 3 | . | N R RASHMI | Christ University | Supervisor | Ongoing | September 2025 |
| 4 | . |
PADUCHURI SUSHMA YESU | Christ University | Supervisor | Ongoing | February 2026 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Developing an Analytical Model on Gestational Diabetes Mellitus a Case Study on Rural and Urban Bangalore, Karnataka | UMMESALMA M, NGAITLANG MARY TARIANG | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Digital Eco Warriors | Green Computing Foundation, Green Computing Foundation | National | Participant | 04/03/2025 |
| 2 | Technology Integration in Education | Association of Muslim Professionals, Association of Muslim Professionals | National | Participant | 21/02/2025 |
| 3 | Inclusive & Reflective Teaching Practices | Maulana Azad University, Association of Muslim Professionals | National | Participant | 27/01/2025 |
| 4 | Effective communication for Teachers | AMU Centre, Malapuram, Kerala, Association of Muslim Professionals | National | Participant | 23/12/2024 |
| 5 | Educational Summit | Turkish Maarif Foundation, Turkish Maarif Foundation | Regional | Participant | 06/12/2024 |
| 6 | Mahaveer Collections Cross Platform E-commerce Mobile Application | Mahaveer Collections, Mahaveer Collections | Regional | Participant & Presenter | 14/11/2024 |
| 7 | Workshop on ML and AI | EXCELR, EXCELR | International | Participant | 12/08/2024 |
| 8 | Teachers Training Program | AIMER and Aligarh College of Education, | National | Participant | 22/07/2024 |
| 9 | QIP on Holistics Development of Academician in Digital Age | Integral University Lucknow, Integral University Lucknow | Participant | 15/07/2024 | |
| 10 | Computer vision and pattern recognition | Department of Computer Science, | Institutional | Participant | 01/04/2024 |
| 11 | training program on Scaffolding Adult Learning Through Learner-Centered Approach | TLEC CHRIST UNIVERSITY, | Institutional | Participant | 28/02/2024 |
| 12 | Workshop on Case Writing | CCRD CHRIST UNIVERSITY, | Institutional | Participant | 19/02/2024 |
| 13 | Service Learning at Karnataka Judicial Academy, Bengaluru | Karnataka State Commission for Protection of Child Rights, Karnataka State Commission for Protection of Child | Regional | Organiser & Participant | 24/01/2024 |
| 14 | Two Weeks International Faculty Development Program on Big Data Analytics | Department of Information Technology, VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad in collaboration with ExcelR Edtech Pvt. Ltd., VNR Vignana Jyothi Institute of Engineering and Te | National | Participant | 04/12/2023 |
| 15 | 5days national level online FDP | Maulana Azad University Jodhpur, | National | Participant | 06/11/2023 |
| 16 | LEADERSHIP ESSENTIALS PROGRAM | IRON LADY, | Institutional | Participant | 14/10/2023 |
| 17 | FDP 1 | CEDBEC CHRIST UNIVERSITY, | Institutional | Presenter | 26/06/2023 |
| 18 | International Conference | department of statistics and data science, | International | Invited Resource Person/Trainer | 30/03/2023 |
| 19 | National Workshop on Statistical Computing Using Python | Department of Statistics and Data Science, | National | Invited Resource Person/Trainer | 11/01/2023 |
| 20 | Curriculum Design and Revision with specific focus on OBE | Staff Development College CHRIST, | Institutional | Participant | 05/12/2022 |
| 21 | Design Made Easy Using Canva | 30M Training powered by Media Studies & IT Services CHRIST (Deemed to be University), | Institutional | Participant | 28/07/2022 |
| 22 | FDP1 -2022 | CEDBEC CHRIST, | Institutional | Participant | 06/07/2022 |
| 23 | Webinar on Attracting Grants and Funds for Research | Wiley, | International | Participant | 14/09/2021 |
| 24 | Workshop On Cyber Security and Digital Forensics | Aligarh Muslim University, | International | Participant | 26/08/2021 |
| 25 | FDP on Multidimensional Skills for Teaching Fraternity in Higher Education Institutions | Government of India Ministry of Education, | National | Participant | 24/08/2021 |
| 26 | FDP on Data Science | Indian Institute of Technology Kanpur, IITK | National | Participant | 11/06/2021 |
| 27 | FDP on Nurturing Academic Leadership - A Multi Dimensional Perspective | CHRIST (Deemed to be University), | Institutional | Participant | 26/05/2021 |
| 28 | Quality Improvement Program on Hybrid Teaching | CHRIST (Deemed to be University), | Participant | 02/03/2021 | |
| 29 | COVID19 Data Analysis Using Python | Coursera, | International | Participant | 22/06/2020 |
| 30 | Capstone: Retrieving, Processing, and Visualizing Data with Python | Coursera, | International | Participant | 03/06/2020 |
| 31 | Using Databases with Python | Coursera, | International | Participant | 31/05/2020 |
| 32 | Python Data Structures | Coursera (University of Michigan), | International | Participant | 31/05/2020 |
| 33 | Using Python to Access Web Data | Coursera (University of Michigan), | International | Participant | 31/05/2020 |
| 34 | Specialization Course on Python for Everybody | Coursera, | International | Participant | 29/05/2020 |
| 35 | Programming for Everybody (Getting Started with Python) | Coursera (University of Michigan), | International | Participant | 29/05/2020 |
| 36 | 2Days FDP on Cloud Application Development | Computer Society of India & CHRIST (Deemed to be University), | Regional | Participant | 13/05/2020 |
| 37 | Big Data Workshop | Edureka, | National | Participant | 09/05/2020 |
| 38 | JCR South Asia Training and Certification Program 2020 | Clarivate Analytics Company, | International | Participant | 05/05/2020 |
| 39 | Quality Improvement Program on Online Teaching | CHRIST (Deemed to be University), | Participant | 22/04/2020 | |
| 40 | Marketing Analytics | Coursera (University of Virginia), | International | Participant | 11/04/2020 |
| 41 | Python 3.4.3 training by Spoken Tutorials | IIT Bombay, Vivekanandha College of Engineering for Women | National | Participant | 05/04/2020 |
| 42 | Handson workshop on applied genomics in precision medicine(oncology) | Deanery of Sciences CHRIST (Deemed to be University), | Regional | Participant | 25/10/2018 |
| 43 | QIP on Outcome Based Education | Academic Staff College CHRIST( Deemed to be University), | Participant | 21/05/2018 |
Awards/Achievements/Others
| 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 |
| 6 | AMPs 7th National Award For Excellence In Education 2023 | University Teacher Special Jury Award in recognition of her outstanding services in the field of Education and invaluable Contribution to the Society at large | Association of Muslim Professionals | 05 September 2023 |
| 7 | Innovative Teaching award | The Award was given in recognition to the innovation in teaching | CHRIST | 05 September 2024 |
| 8 | Best Paper Award | IEEE best paper award at international conference | IEEE | 18 May 2024 |
| 9 | Reviewer | Reviewer of IEEE conference, 3rd international conference on distributed computing and electrical singlnal and electronics | IEEE | 27 March 2025 |