Picture1

Dr. UMMESALMA M

Speciliazation: Data Mining and Knowledge Discovery
Qualifications: MSc, PhD
Campus: BANGALORE CENTRAL CAMPUS

Educational Details

  • PhD 2018

    PhD

    Mangalore University

  • PG 2009

    MSc

    Kuvempu University

  • Degree 2007

    BSc

    Kuvempu University

  • Periodicity | Daily

    Hennu (Woman)

    Name of Periodical | Kunda Vahini

  • Periodicity | Daily

    Nanna Tande

    Name of Periodical | Kundavahini

  • Periodicity | Daily

    Soladiru Endendu (Never accept failure)

    Name of Periodical | Kunda Vahini

  • Periodicity | Annual

    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

    Name of Periodical | Vismaya

  • Periodicity | Annual

    Logicross

    Name of Periodical | Vismaya

  • Periodicity | Annual

    She-E-Os: Do Women At The Top Elevate Everyone?

    Name of Periodical | Voices of Women

  • 2022

    Date Of Publication: 02-Dec-2022

    Name of Journal: Studies in Fuzziness and Soft Computing

    Volume No/Issue No/Page No: 420// -

  • 2016

    Date Of Publication: 04-Feb-2016

    Name of Journal: Journal of Intelligent Systems

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

  • 2014

    Date Of Publication: 04-Feb-2014

    Name of Journal: Journal of Intelligent Systems

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

  • 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

  • 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

  • 2024

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

  • 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 00:00:00

    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 00:00:00

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

    Name of the Organiser: IRON LADY

    Level: Institutional

    Role: Participant

    Date: 2023-10-14 00:00:00

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

    Name of the Organiser: CEDBEC CHRIST UNIVERSITY

    Level: Institutional

    Role: Presenter

    Date: 2023-06-26 00:00:00

    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 00:00:00

    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 00:00:00

  • 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 00:00:00

    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 00:00:00

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

    Name of the Organiser: CEDBEC CHRIST

    Level: Institutional

    Role: Participant

    Date: 2022-07-06 00:00:00

  • 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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

  • 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 00:00:00

    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 00:00:00

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

    Name of the Organiser: Coursera

    Level: International

    Role: Participant

    Date: 2020-05-31 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

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

    Name of the Organiser: Edureka

    Level: National

    Role: Participant

    Date: 2020-05-09 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

    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 00:00:00

  • 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 00:00:00

    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 00:00:00

  • 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

  • 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

  • 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: 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: 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

  • 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

  • 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