Faculty Details

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Dr UMMESALMA M

Speciliazation : Data Mining and Knowledge Discovery

Qualification : MSc, PhD

Department : SCHOOL OF SCIENCES

Campus : BANGALORE CAMPUS

Dr. Umme Salma M is a teacher and a passionate researcher. She has over 10 years of teaching and research experience. She holds a PhD in Computer Science from Mangalore University. Her expertise includes Data Analytics, Machine Learning, Artificial Intelligence, and Nature-Inspired Algorithms. Dr. Salma has published extensively in international journals and conferences. She has also contributed chapters to academic books. In May 2024, she earned the BEST PAPER AWARD at an IEEE international conference. She achieved academic distinction by securing the 1st rank in MSc Computer Science. This earned her a gold medal. Dr. Salma is a Summer Research Fellow of the Indian Academy of Sciences and a recipient of the Maulana Azad National Fellowship. Since 2017, she has been an integral part of CHRIST (Deemed to be University). Her roles include IQAC coordinator, Research Guide, and HED trainer. In 2024, she received the Innovative Teaching Award from CHRIST University. In 2023, the Association of Muslim Professionals awarded her the National Award for Excellence in Teaching in Higher Education. Dr. Salma?s dedication and innovative teaching methods have significantly contributed to academia.

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Articles in Periodicals

Articles in Journels

2020

Name of Journal: Studies in big data

Date Of Publication: 09-Jun-2020

Category: Article in Research Journal

Volume No/Issue No/Page No: 73/20/195 - 214

Sole Authored /Co Authored: Co-Author

Author Name (s): UMMESALMA M,SOHAM SHARMA

URL: https://www.springer.com/series/11970

Indexing Agency: Web of Science and Scopus

2016

Name of Journal: Journal of Intelligent Systems

Date Of Publication: 04-Feb-2016

Category: Article in Research Journal

Volume No/Issue No/Page No: 26/1/139 - 152

Sole Authored /Co Authored: Co-Author

Author Name (s): UMMESALMA M,DORESWAMY

URL: https://www.degruyter.com/view/j/jisys.2017.26.issue-1/jisys-2015-0059/jisys-2015-0059.xml

Indexing Agency: Scopus

2014

Name of Journal: Journal of Intelligent Systems

Date Of Publication: 04-Feb-2014

Category: Article in Research Journal

Volume No/Issue No/Page No: 26/1/139 - 152

Sole Authored /Co Authored: Co-Author

Author Name (s): UMMESALMA M,DORESWAMY

URL: https://www.degruyter.com/journal/key/jisys/html

Indexing Agency: Scopus

2022

Name of Journal: Studies in Fuzziness and Soft Computing

Date Of Publication: 02-Dec-2022

Category: Article in Research Journal

Volume No/Issue No/Page No: 420

Sole Authored /Co Authored: Co-Author

Author Name (s): UMMESALMA M,JOSEPH VARGHESE

URL: https://www.springer.com/series/2941

Indexing Agency: Scopus

Blog

URL: https://ummesalmam.medium.com/indian-women-pioneers-in-stem-field-f22cc1a20f02

Subject: Women's Day

Month Year:

URL: https://medium.com/@ummesalma.m/parveen-talha-the-stringent-boss-of-narcotics-department-612c0238ba79

Subject: Lesser Known Women Achievers

Month Year:

Invited Talks

2025

Name of the Program: Webinar on research proposal writing

Date: 2025-02-27 00:00:00

Name of the Institutions: CHRIST University

2024

Name of the Program: Online Invited Talk

Date: 2024-10-17 00:00:00

Name of the Institutions: Pennsylvania State University

2023

Name of the Program: Pre Conference Workshop

Date: 2023-03-29 00:00:00

Name of the Institutions: International Biometric Society and CHRIST university

2021

Name of the Program: Faculty Development Program

Date: 2021-04-12 00:00:00

Name of the Institutions: Department of Statistics, CHRIST (Deemed to be University)

Name of the Program: Guest Lecture on Fundamentals of Python Programming

Date: 2021-02-26 00:00:00

Name of the Institutions: TJohn College

Films / Videos / Documentaries

MPhil/PhD Guided/Adjudicated

2025

Name of Student: MANJU S

Institutions: Christ University

Month & Year: March 2025

Research Project

1

Investigator(s): UMMESALMA M, NGAITLANG MARY TARIANG

Sponsors:

Internal

Workshop / FDP / Training Programme

2025

Name of the Workshop/FDP/Training Programme: Digital Eco Warriors

Name of the Organiser: Green Computing Foundation

Level: National

Role: Participant

Date: 2025-03-04

Name of the Workshop/FDP/Training Programme: Technology Integration in Education

Name of the Organiser: Association of Muslim Professionals

Level: National

Role: Participant

Date: 2025-02-21

Name of the Workshop/FDP/Training Programme: Inclusive & Reflective Teaching Practices

Name of the Organiser: Maulana Azad University

Level: National

Role: Participant

Date: 2025-01-27

2024

Name of the Workshop/FDP/Training Programme: Effective communication for Teachers

Name of the Organiser: AMU Centre, Malapuram, Kerala

Level: National

Role: Participant

Date: 2024-12-23

Name of the Workshop/FDP/Training Programme: Educational Summit

Name of the Organiser: Turkish Maarif Foundation

Level: Regional

Role: Participant

Date: 2024-12-06

Name of the Workshop/FDP/Training Programme: Mahaveer Collections Cross Platform E-commerce Mobile Application

Name of the Organiser: Mahaveer Collections

Level: Regional

Role: Participant & Presenter

Date: 2024-11-14

Name of the Workshop/FDP/Training Programme: Workshop on ML and AI

Name of the Organiser: EXCELR

Level: International

Role: Participant

Date: 2024-08-12

Name of the Workshop/FDP/Training Programme: Teachers Training Program

Name of the Organiser: AIMER and Aligarh College of Education

Level: National

Role: Participant

Date: 2024-07-22

Name of the Workshop/FDP/Training Programme: QIP on Holistics Development of Academician in Digital Age

Name of the Organiser: Integral University Lucknow

Level:

Role: Participant

Date: 2024-07-15

Name of the Workshop/FDP/Training Programme: Computer vision and pattern recognition

Name of the Organiser: Department of Computer Science

Level: Institutional

Role: Participant

Date: 2024-04-01

Name of the Workshop/FDP/Training Programme: training program on Scaffolding Adult Learning Through Learner-Centered Approach

Name of the Organiser: TLEC CHRIST UNIVERSITY

Level: Institutional

Role: Participant

Date: 2024-02-28

Name of the Workshop/FDP/Training Programme: Workshop on Case Writing

Name of the Organiser: CCRD CHRIST UNIVERSITY

Level: Institutional

Role: Participant

Date: 2024-02-19

Name of the Workshop/FDP/Training Programme: Service Learning at Karnataka Judicial Academy, Bengaluru

Name of the Organiser: Karnataka State Commission for Protection of Child Rights

Level: Regional

Role: Organiser & Participant

Date: 2024-01-24

2023

Name of the Workshop/FDP/Training Programme: Two Weeks International Faculty Development Program on Big Data Analytics

Name of the Organiser: Department of Information Technology, VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad in collaboration with ExcelR Edtech Pvt. Ltd.

Level: National

Role: Participant

Date: 2023-12-04

Name of the Workshop/FDP/Training Programme: 5days national level online FDP

Name of the Organiser: Maulana Azad University Jodhpur

Level: National

Role: Participant

Date: 2023-11-06

Name of the Workshop/FDP/Training Programme: LEADERSHIP ESSENTIALS PROGRAM

Name of the Organiser: IRON LADY

Level: Institutional

Role: Participant

Date: 2023-10-14

Name of the Workshop/FDP/Training Programme: FDP 1

Name of the Organiser: CEDBEC CHRIST UNIVERSITY

Level: Institutional

Role: Presenter

Date: 2023-06-26

Name of the Workshop/FDP/Training Programme: International Conference

Name of the Organiser: department of statistics and data science

Level: International

Role: Invited Resource Person/Trainer

Date: 2023-03-30

Name of the Workshop/FDP/Training Programme: National Workshop on Statistical Computing Using Python

Name of the Organiser: Department of Statistics and Data Science

Level: National

Role: Invited Resource Person/Trainer

Date: 2023-01-11

2022

Name of the Workshop/FDP/Training Programme: Curriculum Design and Revision with specific focus on OBE

Name of the Organiser: Staff Development College CHRIST

Level: Institutional

Role: Participant

Date: 2022-12-05

Name of the Workshop/FDP/Training Programme: Design Made Easy Using Canva

Name of the Organiser: 30M Training powered by Media Studies & IT Services CHRIST (Deemed to be University)

Level: Institutional

Role: Participant

Date: 2022-07-28

Name of the Workshop/FDP/Training Programme: FDP1 -2022

Name of the Organiser: CEDBEC CHRIST

Level: Institutional

Role: Participant

Date: 2022-07-06

2021

Name of the Workshop/FDP/Training Programme: Webinar on Attracting Grants and Funds for Research

Name of the Organiser: Wiley

Level: International

Role: Participant

Date: 2021-09-14

Name of the Workshop/FDP/Training Programme: Workshop On Cyber Security and Digital Forensics

Name of the Organiser: Aligarh Muslim University

Level: International

Role: Participant

Date: 2021-08-26

Name of the Workshop/FDP/Training Programme: FDP on Multidimensional Skills for Teaching Fraternity in Higher Education Institutions

Name of the Organiser: Government of India Ministry of Education

Level: National

Role: Participant

Date: 2021-08-24

Name of the Workshop/FDP/Training Programme: FDP on Data Science

Name of the Organiser: Indian Institute of Technology Kanpur

Level: National

Role: Participant

Date: 2021-06-11

Name of the Workshop/FDP/Training Programme: FDP on Nurturing Academic Leadership - A Multi Dimensional Perspective

Name of the Organiser: CHRIST (Deemed to be University)

Level: Institutional

Role: Participant

Date: 2021-05-26

Name of the Workshop/FDP/Training Programme: Quality Improvement Program on Hybrid Teaching

Name of the Organiser: CHRIST (Deemed to be University)

Level:

Role: Participant

Date: 2021-03-02

2020

Name of the Workshop/FDP/Training Programme: COVID19 Data Analysis Using Python

Name of the Organiser: Coursera

Level: International

Role: Participant

Date: 2020-06-22

Name of the Workshop/FDP/Training Programme: Capstone: Retrieving, Processing, and Visualizing Data with Python

Name of the Organiser: Coursera

Level: International

Role: Participant

Date: 2020-06-03

Name of the Workshop/FDP/Training Programme: Using Databases with Python

Name of the Organiser: Coursera

Level: International

Role: Participant

Date: 2020-05-31

Name of the Workshop/FDP/Training Programme: Python Data Structures

Name of the Organiser: Coursera (University of Michigan)

Level: International

Role: Participant

Date: 2020-05-31

Name of the Workshop/FDP/Training Programme: Using Python to Access Web Data

Name of the Organiser: Coursera (University of Michigan)

Level: International

Role: Participant

Date: 2020-05-31

Name of the Workshop/FDP/Training Programme: Specialization Course on Python for Everybody

Name of the Organiser: Coursera

Level: International

Role: Participant

Date: 2020-05-29

Name of the Workshop/FDP/Training Programme: Programming for Everybody (Getting Started with Python)

Name of the Organiser: Coursera (University of Michigan)

Level: International

Role: Participant

Date: 2020-05-29

Name of the Workshop/FDP/Training Programme: 2Days FDP on Cloud Application Development

Name of the Organiser: Computer Society of India & CHRIST (Deemed to be University)

Level: Regional

Role: Participant

Date: 2020-05-13

Name of the Workshop/FDP/Training Programme: Big Data Workshop

Name of the Organiser: Edureka

Level: National

Role: Participant

Date: 2020-05-09

Name of the Workshop/FDP/Training Programme: JCR South Asia Training and Certification Program 2020

Name of the Organiser: Clarivate Analytics Company

Level: International

Role: Participant

Date: 2020-05-05

Name of the Workshop/FDP/Training Programme: Quality Improvement Program on Online Teaching

Name of the Organiser: CHRIST (Deemed to be University)

Level:

Role: Participant

Date: 2020-04-22

Name of the Workshop/FDP/Training Programme: Marketing Analytics

Name of the Organiser: Coursera (University of Virginia)

Level: International

Role: Participant

Date: 2020-04-11

Name of the Workshop/FDP/Training Programme: Python 3.4.3 training by Spoken Tutorials

Name of the Organiser: IIT Bombay

Level: National

Role: Participant

Date: 2020-04-05

2018

Name of the Workshop/FDP/Training Programme: Handson workshop on applied genomics in precision medicine(oncology)

Name of the Organiser: Deanery of Sciences CHRIST (Deemed to be University)

Level: Regional

Role: Participant

Date: 2018-10-25

Name of the Workshop/FDP/Training Programme: QIP on Outcome Based Education

Name of the Organiser: Academic Staff College CHRIST( Deemed to be University)

Level:

Role: Participant

Date: 2018-05-21

Awards / Achievements /Others

2021

Name of the Awards/Achievements/Others: The Mental Health and Covid19 Datathon

Description: 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.

Organisation: Ulster University, Ireland

Month/Year: 31 March 2021

Name of the Awards/Achievements/Others: AI Curriculum Connect? - A course on Artificial Intelligence by the UK Government

Description: 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).

Organisation: British High Commission New Delhi

Month/Year: 17 March 2021

Name of the Awards/Achievements/Others: IEEE and Women in Engineering Membership

Description: 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.

Organisation: IEEE

Month/Year: 05 December 2021

2025

Name of the Awards/Achievements/Others: Reviewer

Description: Reviewer of IEEE conference, 3rd international conference on distributed computing and electrical singlnal and electronics

Organisation: IEEE

Month/Year: 27 March 2025

2024

Name of the Awards/Achievements/Others: Best Paper Award

Description: IEEE best paper award at international conference

Organisation: IEEE

Month/Year: 18 May 2024

Name of the Awards/Achievements/Others: Innovative Teaching award

Description: The Award was given in recognition to the innovation in teaching

Organisation: CHRIST

Month/Year: 05 September 2024

2020

Name of the Awards/Achievements/Others: Internet Society Lifetime Member

Description: 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

Organisation: Internet Society (ISOC)

Month/Year: 09 July 2020

2023

Name of the Awards/Achievements/Others: AMPs 7th National Award For Excellence In Education 2023

Description: University Teacher Special Jury Award in recognition of her outstanding services in the field of Education and invaluable Contribution to the Society at large

Organisation: Association of Muslim Professionals

Month/Year: 05 September 2023

2019

Name of the Awards/Achievements/Others: Indian Science Congress Life Time Member

Description: 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

Organisation: INDIAN SCIENCE CONGRESS

Month/Year: 01 August 2019

Books

Book Chapters

2025

Type of Book: Chapter

Title : Bioinformatics and Beyond AI Applications in Healthcare

ISBN: 9781003508403

Month/Year: Mar 2025

2024

Type of Book: Chapter

Title : Evolution of Machine Learning and Internet of Things

ISBN: 9781003476207

Month/Year: Oct 2024

Type of Book: Chapter

Title : Evolution of Machine Learning and Internet of Things

ISBN: 9781003476207

Month/Year: Oct 2024

Type of Book: Article

Title : Proceedings of Second International Conference on Data Science and Information System (ICDSIS)

ISBN: 979-8-3503-8166-5

Month/Year: Jul 2024

Type of Book: Article

Title : ICWITE Proceedings 2024

ISBN: 979-8-3503-8329-4

Month/Year: May 2024

Type of Book: Article

Title : Proceedings of IEEE International Conference for Women in Innovation, Technology & Entrepreneurship

ISBN: 979-8-3503-8328-7

Month/Year: May 2024

Type of Book: Article

Title : Proceeding of ICWTE 2024

ISBN: 979-8-3503-8328-7/24

Month/Year: Mar 2024

2023

Type of Book: Chapter

Title : Cybersecurity for Decision Makers

ISBN: 9781003319887

Month/Year: Jul 2023

Type of Book: Chapter

Title : Lecture Notes in Networks and Systems

ISBN: 978-981-19-9378-7

Month/Year: May 2023

2022

Type of Book: Chapter

Title : Lecture Notes on Data Engineering and Communications Technologies

ISBN: 978-981-16-9112-6

Month/Year: Jul 2022

Type of Book: Article

Title : 2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)

ISBN:

Month/Year: May 2022

Type of Book: Article

Title : 2nd International Conference on Smart Electronics and Communication, ICOSEC 2021

ISBN: 978-1-6654-3368-6

Month/Year: May 2022

Type of Book: Article

Title : Lecture Notes in Electrical Engineering

ISBN: 978-981-16-9012-9

Month/Year: Mar 2022

2021

Type of Book: Chapter

Title : Internet of Things (IoT) Concepts and Applications

ISBN: 978-3-030-37467-9

Month/Year: May 2021

Type of Book: Article

Title : 2020 International Conference on Communication, Computing and Industry 4.0 (C2I4)

ISBN:

Month/Year: Mar 2021

2018

Type of Book: Chapter

Title : 2018 3rd International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS)

ISBN: 978-1-5386-6078-2

Month/Year: Dec 2018

Type of Book: Chapter

Title : Computational intelligence in sensor networks

ISBN: 9783662572757

Month/Year: May 2018

Type of Book: Chapter

Title : Computational intelligence in sensor networks: Part of the Studies in Computational Intelligence book series (SCI, volume 776)

ISBN: 9783662572757

Month/Year: May 2018

Case Study

Patents

Participation in Seminars/Conferences/Symposium

2021

Type of the Program: Conference


Role: Presenter


Title: Classification Algorithms Used In The Study of EEG-Based Epileptic Seizure Detection


Date: 2021-10-07


Organising Institution: Kongunadu College of Engineering and Technology


Level: International


Type of the Program: Conference


Role: Presenter


Title: An Empirical Study on Signal Transformation Techniques on Epileptic Seizures Using EEG Data


Date: 2021-09-04


Organising Institution: Christ University


Level: International


Type of the Program: Conference


Role: Participant


Title:


Date: 2021-08-25


Organising Institution: Amity University


Level: International


Type of the Program: Conference


Role: Presenter


Title: COLPOUSIT: A Hybrid Model for Tourist Place Recommendation based on Machine Learning Algorithms


Date: 2021-06-03


Organising Institution: IEEE & SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, India


Level: International


Type of the Program: Conference


Role: Participant


Title:


Date: 2021-04-03


Organising Institution: Association of Muslim Professionals (AMP), India


Level: National


Type of the Program: Conference


Role: Presenter


Title: Demography Based Hybrid Recommender System for Movie Recommendations


Date: 2021-03-05


Organising Institution: Christ University


Level: International


2020

Type of the Program: Conference


Role: Presenter


Title: Constraint Governed Association Rule Mining for Identification of Strong SNPs to Classify Autism Data


Date: 2020-12-17


Organising Institution: CMR Institute of Technology


Level: International


Type of the Program: Seminar


Role: Participant


Title:


Date: 2020-11-07


Organising Institution: Christ University


Level: Institutional


Type of the Program: Conference


Role: Presenter


Title: Contribution of Sentiment Analysis Using Twitter Data in Predicting Crime Against Women


Date: 2020-09-25


Organising Institution: Christ University


Level: National


Type of the Program: Conference


Role: Presenter


Title: Role of Digital Technology in Autism: A Case Study


Date: 2020-07-30


Organising Institution: Department of Computer Applications, Management & Commerce TJohn College


Level: International


Type of the Program: Seminar


Role: Participant


Title:


Date: 2020-05-29


Organising Institution: Christ University


Level: Institutional


2018

Type of the Program: Conference


Role: Co-presenter


Title:


Date: 2018-12-20


Organising Institution: R V College of Engineering Bengaluru


Level: International


Type of the Program: Conference


Role: Co-presenter


Title:


Date: 2018-03-02


Organising Institution: Christ University


Level: International


Type of the Program: Conference


Role: Co-presenter


Title:


Date: 2018-03-02


Organising Institution: Christ University


Level: International


Own MPhil / PhD Thesis

Consultancy

Copyright

Cases / Notes / Working Papers

Chapters / Articles in Books

Conferences / Seminars Attended

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: https://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.

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