Department of Computer Science & Engineering (AI & ML)
KITS Warangal
Faculty group mail-id : csm@kitsw.ac.in
Faculty Profile
Address/Contact
Office : Block - VII. Room No. 102, Dept. of CSE(Networks).
Phone: 0870-2564888 (ext:299)
Mobile: 9949096437
Education
B.E., Information Technology, Bharathidasan University, Tamilnadu.(2002).
M.Tech., Software Engg., JNTU, Hyderabad.(2012)
Ph.D., Computer Science & Engg.. VIT University, Chennai, Tamilnadu.(2021).
Dr.Jothi Prabha A
Associate professor
Dept. of Computer Science & Engg. (AI & ML)
Academic Research IDs
Vidwan ID: 175123
SCOPUS ID: 57204137234
Researcher ID: ABD-7037-2020
Google Scholar ID: uUG-DCQAAAAJ
ORCID ID: 0000-0001-8411-9014
ACADEMIC AFFILIATION
Details |
From |
To |
Name of the Organization |
|---|---|---|---|
Associate Professor |
July, 2022 |
Till Date |
Kakatiya Institute of Technology and Science, Warangal, Telangana |
Assistant Professor |
September, 2021 |
July, 2022 |
Kakatiya Institute of Technology and Science, Warangal, Telangana |
Associate Professor |
14/10/2020 |
13/09/2021 |
Jyothishmathi Institute of Technology & Science, Karimnagar |
Research Associate |
03/07/2017 |
10/10/2020 |
Vellore Institute of Technology University, Chennai |
Associate Professor |
29/06/2012 |
30/06/2017 |
Jyothishmathi Institute of Technology & Science, Karimnagar |
Analyst –I Application Programmer |
27/12/2006 |
03/05/2012 |
Bank of America Continuum Solutions Pvt. Ltd, Hyderabad (Software Development) |
Sofware Engineer |
16/08/2006 |
20/12/2006 |
Softcrylic Technology Solutions, Chennai |
Assistant Professor |
27/12/2003 |
14/08/2006 |
Jyothishmathi Institute of Technology & Science, Karimnagar |
Assistant Professor |
02/07/2003 |
31/12/2003 |
Mother Theresa College of Engineering, Pedapalli |
IT Support Executive |
09/07/2002 |
02/05/2003 |
Sutherland Technologies Pvt. Ltd., Chennai (Client: Hewlett Packard Systems) |
RESEARCH INTERESTS
- Machine Learning and Deep Learning,
- Artificial Intelligence,
- Data Science in Healthcare,
- Computer Vision and Image Processing
PUBLICATIONS
| Publications in Refereed Journals | |
|---|---|
S. No |
Details |
1 |
Title of Paper:Multi-Process Remora Enhanced Hyperparameters of Convolutional Neural Network for Lung Cancer Prediction
Name of the Journal: Biomedicines, Vol 11(3), 679 February 2023 Indexing: SCI and Scopus, Impact factor: 4.757 |
2 |
Title of Paper: Prediction of dyslexia severity levels from fixation and saccadic eye movement using machine learning
Name of the Journal: Biomedical Signal Processing and Control Vol 79 , 104094, January 2023 Indexing: SCI and Scopus Impact factor: 5.076 |
3 |
Title of Paper: Machine Learning-Based Modelling and Predictive Maintenance of Turning Operation under Cooling/Lubrication for Manufacturing Systems
Name of the Journal: Advances in Materials Science and Engineering, July 2022 Indexing: SCI and Scopus Impact factor:2.098 |
4 |
Title of Paper: Eye Movement Feature Set and Predictive Model for Dyslexia: Feature set and predictive model for dyslexia. Name of the Journal: International Journal of Cognitive Informatics and Natural Intelligence, Vol.15 Issue:4, October,2021 Indexing: Web of Science, ESCI, Impact factor :0.68
|
5 |
Title of Paper: Predictive Model for Dyslexia from Fixations and Saccadic Eye Movement Events Name of the Journal : Computer Methods and Programs in Biomedicine, Vol.195, October 2020 Indexing: Web of Science, SCI Impact factor :5.428 |
6 |
Title of the Paper: Predictive Model for Dyslexia from Eye Fixation Events Name of the Journal: International Journal of Engineering and Advanced Technology,Vol 9. Issue 3,Dec 2019 Indexing: Scopus Impact factor :1.0 |
7 |
Title of the Paper: Prediction of dyslexia from eye movements using machine learning. Name of the Journal: IETE Journal of Research, Taylor & Francis, PP 1-10,June 2019Indexing: Web of Science ,SCI Impact factor: 1.1 |
8 |
Title of the Paper: Prediction of dyslexia using support vector machine in distributed environment Name of the Journal: International Journal of Engineering & Technology, Vol 7. Issue -4, September 2018 Indexing: Scopus Impact factor: 0.1 |
9 |
Title of the Paper: Application of Classification Techniques on Various Attributes of Breast Cancer Name of the Journal: International Journal of Innovative Research in Computer and Communication Engineering, Vol. 4 Issue 6, June 2016 |
10 |
Title of the Paper: Identification of Attributes Common for Various Diseases Using Association Analysis Name of the Journal: International Journal of Computer Systems,Vol. 02, Issue 07 ,July, 2015 |
PUBLICATIONS IN BOOK CHAPTERS
S. No |
Details |
1 |
Title of the book chapter: An efficient machine learning model for prediction of dyslexia from eye fixation events Name of the Book: New Approaches in Engineering Research Vol. 10, 171-179, August 2021 Name of the Publisher: BP International |
2 |
Title of the book chapter: AI-Based Deep Random Forest Ensemble Model for Prediction of COVID-19 and Pneumonia from Chest X-Ray Images Name of the Book: Artificial Intelligence for Innovative Healthcare Informatics ,pp 133- 149 May 2022 Name of the Publisher: Springer Indexing: Web of Science & Scopus |
3 |
Title of the book chapter: Online Railway Reservation based on voice Name of the Book: Advances in Computer Science,Vol 11 pp 29-50 May 2022 Name of the Publisher: Springer Indexing: Crossref and Bowker :A Proquest Affiliate |
PUBLICATIONS IN CONFERENCES
| Publications in Conference Proceedings | |
|---|---|
S. No |
Details |
1 |
Title of the Paper: Image-based detection of dyslexic readers from 2-D scan path using enhanced deep transfer learning paradigm Details of the Conference: In Proceedings of International conference on Digital Image Computing : Techniques and Applications , Sydney, Australia(30th November – 2nd December , 2022) sponsored by IEEE |
2 |
Title of the Paper: Predictive Model for Dyslexia from Eye Fixation Events Details of the Conference:The 2nd World Summit on Advances in Science, Engineering and Technology,Indiana University-Purdue University, Indianapolis, USA(October 3-5, 2019) |
3 |
Title of the Paper: Prediction of Dyslexia Using Machine Learning—A Research Travelogue Details of the Conference:In Proceedings of the Third International Conference on Microelectronics, Computing and Communication System,Ranchi,May 12-13 ,2019 |
4 |
Title of the Paper: Application of various Soft Computing Techniques for Prediction of Diseases Details of the Conference:Proceedings of UGC Sponsored National Conference on Current Research Advances in Computer Science, Kakatiya University |
5 |
Title of the Paper: Web Evaluation and Usability Engineering Design Approach Details of the Conference: Proceedings of UGC Sponsored National Conference on Current Research Advances in Computer Science,Kakatiya University |
6 |
Title of the Paper: Big Data with datasets, tools and innovation Vs Real time Industrial needs and challenges Details of the Conference: Proceedings of Innovations in Green Energy and Health Care Technologies, 16 - 18 March, 2017 at Coimbatore, India (ISBN:9781509057795) |
PROFESSIONAL AFFILIATION
S.No |
Details |
1 |
Member- Institute of Electrical and Electronics Engineers (IEEE ) |
2 |
Reviewer – Elsevier Journals |
COURSES TAUGHT
Undergraduate Level |
||||
|---|---|---|---|---|
Courses Taught |
Currently Teaching |
|||
| Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
|
Machine Learning |
II, 2021, CSE |
Deep Learning |
VI Sem, III Yr, CSM |
|
Java Programming |
II, 2021, CSE |
Computer Organization |
VI Sem, III Yr, CSO |
|
C Programming |
I,2017,ECE |
|||
Python Programming |
I, 2020, CSE |
|||
Database Management Systems |
I,2017,CSE |
|||
Operating Systems |
II,2004,CSE |
|||
Software Engineering |
I,2004,CSE |
|||
Software Testing Methodologies |
II,2016,CSE |
|||
Data Mining |
I,2016,CSE |
|||
Data Structures |
I,2015,CSE |
|||
Computer Organization |
I,2005,CSE |
|||
Distributed System |
I,2003,CSE |
|||
Web Technologies |
I,2016,CSE |
|||
Principles of Programming Languages |
I, 2020,CSE |
|||
Postgraduate Level |
||||
Software Testing Methodologies |
I,2014,CSE |
|||
Data Structures through Java |
II,2014,CSE |
|
|
|
Distributed Systems |
II,2015,CSE |
|||
Information Retrieval Systems |
II,2016,CSE |
|||
PAPERS PRESENTED IN CONFERENCES/SEMINARS/ WORKSHOPS/SYMPOSIAATTENDED
S. No. |
Programme |
Duration |
Organized by |
1 |
Image-based Detection of Dyslexic Readers from 2-D scan path using an enhanced deep learning transfer paradigm |
International Conference: DICTA 2022, Sydney, Australia Nov 29-Dec 2, 2022 |
IEEE and IAPR |
2 |
Prediction of Dyslexia Using Machine Learning—A Research Travelogue |
Third International Conference on Microelectronics, Computing and Communication System,Ranchi,May 12-13 ,2019 |
Birla Institute of Technology, Mesra, Ranchi, Bihar |
3 |
Predictive Model for Dyslexia from Eye Fixation Events |
The 2nd World Summit on Advances in Science, Engineering and Technology, October 3-5, 2019 |
Indiana University-Purdue University, Indianapolis, USA |
4 |
Application of various Soft Computing Techniques for Prediction of Diseases |
UGC Sponsored National Conference on Current Research Advances in Computer Science, March 17-18, 2017 |
Kakatiya University, Warangal |
5 |
Web Evaluation and Usability Engineering Design Approach |
UGC Sponsored National Conference on Current Research Advances in Computer Science March 17-18, 2017 |
Kakatiya University, Warangal |
FACULTY DEVELOPMENT PROGRAMMES/WORKSHOPS/CONFERENCES ORGANIZED
S. No. |
Programme |
Duration |
Organized by |
1 |
2-Week Online Faculty Development Program on “Artificial Intelligence for Computer Vision and Image Processing” |
Jun 6 –Jun 18, 2022 |
KITSW & EICT Academy, NIT Warangal |
2 |
2- day SERB sponsored Workshop on “ AI /ML in Healthcare” |
Feb 15-16, 2023 |
KITSW & NIT Warangal |
FACULTY DEVELOPMENT PROGRAMMES
S. No. |
Title of the Paper presented IN Conference/ Seminar etc. |
Duration |
Organized by |
1 |
Recent Research Trends and Applications of Artificial Intelligence and Machine Learning |
2 weeks Aug 10 – 20 2022 |
Kakatiya University & EICT Academy , NIT Warangal |
2 |
Artificial Intelligence & Machine Learning for Biomedical Signal and Image Analysis. |
2 weeks Jun 27 – Jul 06 2022 |
KITSW & EICT Academy , NIT Warangal |
3 |
Machine Learning for Audio,Image and Biomedical Signal Processing |
2 weeks Apr 8-15 2022 |
IARE & EICT Academy , NIT Warangal |
4 |
Artificial Intelligence- The road map to the future |
2 weeks Feb 28- Mar 12 2022 |
Satyabama University, Chennai |
5 |
Machine Learning using R- Phase 1 |
|
AICTE-ATAL- Jyothishmathi Institute of Technology & Science |
6 |
Machine Learning using R- Phase 2 |
|
AICTE-ATAL- Jyothishmathi Institute of Technology & Science |
7 |
Machine Learning using R- Phase 3 |
|
AICTE-ATAL- Jyothishmathi Institute of Technology & Science |
8 |
Artificial Intelligence |
One Week,
May 22 -26, 2020 |
ChaitanyaBharathi Institute of Technology |
9 |
Deep Learning for Computer Vision Hands-On |
One Week,
November 2-6 2020 |
SRM Institute of Technology & Science |
10 |
Artificial Intelligence |
One week,
November 23 to Nov 27 |
AICTE-ATAL-Sarvajanik College of Engineering and Technology. |
11 |
C Programming and Data Structures |
One week,
March 6-11 2017 |
JNTU- H University |
12 |
Big Data Analytics and Internet of Things |
Two weeks,
May 22-31st 2017 |
National Institute of Technology, Warangal |
13 |
SAP ABAP COURSE |
1 Week,
December 14 -18 2016 |
TASK(Telangana Academy for skill and knowledge |
INVITED LECTURES IN CONFERENCE/SEMINAR
S. No. |
Title of Lecture/ Academic Session |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Deep Convolutional Neural Networks |
Applications of Artificial Intelligence & IoT(Jan 26,2023) |
KKR and KSR institute of Technology &Science, Guntur & EICT Academy, NIT Warangal |
2 |
State of the Art –CNN Architectures and its applications |
Artificial Intelligence for Medical Image Processing(4/2/2023) |
GH Raisoni Instutute of Engineering &Technology,Nagpur &EICT Academy, NIT Warangal |
3 |
Facial Emotion Recognition using OpenCV |
Recent Research Trends and applications of Artificial Intelligence and Machine Leanring(26/02/2023) |
GH Patel College of Engineering &Technology & EICT Academy, NIT Warangal |
4 |
Emotion Recognition for Detection of Autism |
Machine Learning for Audio ,Image and Biomedical Signal Processing(11/04/2022) |
IARE & EICT Academy, NIT Warangal |
5 |
AI-Machine Learning |
Artificial Intelligence- The Road map to the future(12/03/2022) |
Sathyabama University |
6 |
AI-Neural Networks |
Artificial Intelligence- The Road map to the future(28/02/2022) |
Sathyabama University |
7 |
State-of -the -art CNN architectures for image recognition |
Artificial Intelligence & Machine Learning for Biomedical Signal and Image Analysis(29/06/2022) |
KITSW and EICT Academy, NIT Warangal |
8 |
Deep Convolution Neural Networks – State of the art of CNN |
Artificial Intelligence in Internet of Things (27/07/2022) |
Kakatiya University, Warangal |
9 |
Case study on Emotion Recognition from Facial Expression |
Artificial Intelligence for Computer Vision and Image Processing(13/06/2022) |
KITSW and EICT Academy, NIT Warangal |
10 |
Supervised ,Unsupervised learning and its applications |
Recent Research Trends and applications of AI & ML (12/8/22) |
Kakatiya University, Warangal |
11 |
Detection of emotions in ASD using image recognition |
Advancement in Speech Modeling and Application(7/9/2022) |
GIAN Course ,NIT Warangal |
12 |
AI for Facial Emotion Recognition |
Artificial Intelligence for building signal processing applications(10/12/2020) |
NIT Warangal under TEQIP Phase III |
13 |
Application of Machine Learning in Wireless Communication |
Machine Learning using R- Phase 3(26/04/2021) |
AICTE-ISTE sponsored one week refresher programme organized by JITS,Karimnagar |
14 |
Machine Learning and its applications in Agriculture |
Machine Learning using R- Phase 2(19/03/2021) |
AICTE-ISTE sponsored one week refresher programme organized by JITS,Karimnagar |
15 |
Machine Learning for Medical Image Processing |
Machine Learning using R- Phase 3(24/04/2021) |
AICTE-ISTE sponsored one week refresher programme organized by JITS,Karimnagar |
FOREIGN VISITS
S. No. |
Place of visit |
Purpose of visit |
Name of Event |
Duration |
1 |
The University of Sydney, Sydney, Australia |
Presented a research in an International Conference |
Internation al Conference DICTA 2022 – Digital Image Computing: Techniques & Applications |
29 November to |
2 |
Purdue University, Indianapolis, USA |
Present a research in an International Conference |
The 2nd World Summit on Advances in Science, Engineering and Technology, |
October 3-5, 2019 |
AWARDS
S.No |
17Details |
1 |
Co–Principal Investigator for the DRDO Cars Project titled “Development of Novel Video/Image Compression Algorithms” in collaboration with NIT Warangal. Funded amount: Rs 9.8L, July 2022 |
2 |
Evaluator for the finale of Smart India Hackathon 2022, MeitY |
3 |
Certification of Recognition for contribution as Subject expert for delivering a talk for the GIAN course “ Advancement in Speech modeling and applications at NIT Warangal (07-09-2022) |
4 |
Certification with A1 grade on Industrial Training in Amazon Web Services from 27/10/2022 to 26/11/2002 organized by The National Small Industries Corporation Ltd. Technical Services Center, A government of India Enterprise, Hyderabad |
5 |
Co–Principal Investigator for the DRDO Cars Project titled “Development of Novel Video/Image Compression Algorithms” in collaboration with NIT Warangal. Funded amount: Rs 9.8L, July 2022 |
6 |
Certified course on “Effective Teaching of Machine Learning” organized by IIITDM-CSEDU, Delhi (Jan –May 2022) |
7 |
Certified course on Artificial Intelligence, Organized by IETE, Ranchi Chapter in association with department of scientific and industrial research(DSIR) (Oct 25, 2021 – Dec 3, 2021) |
8 |
Completed one month internship programme on Artificial Intelligence conducted by IETE, Ranchi and department of scientific and industrial research(DSIR)(Oct 25, 2021 – Dec 3, 2021) |
9 |
Certified online course on Machine Learning offered by course era , authorized by Stanford University August 2020 |
10 |
Best Research Award- International Research Awards on New science innovations- August, 2020 |
11 |
Certificate of Recognition for Reviewer, Elsevier, March 2020 |
12 |
Grant /Funding of Rs 1 L received for Ph.D Doctoral research from “Innovation and Entrepreneurship Development Center “ & DST, Jun 2019 |
13 |
Qualified State Eligibility Test-Telangana, Jun, 2017 |
14 |
Certified course on SAP-ABAP, Telangana Academy for Skill and Knowledge, Jun,2016 |
15 |
Certificate of Excellence for contribution to design of Newsletter, Jyothishmathi Institute of Technology & Science, Karimnagar, Mar 2015 |
16 |
Microsoft Certified System Engineer, Microsoft, Jul 2002 |
PATENTS PUBLISHED/GRANTED
S. No. |
Name of the Patent/ Technology Transfer/ product/process |
Details ( Number, year) |
Organization |
1 |
A Machine Learning and AI based approach for transceiving signal in 6g wireless communication network |
20 2021 105 968.0, 2021 |
International Status: Granted |
2 |
A Wearable apparatus to monitor physiological parameters of old and unhealthy people |
353638-001, 2021 |
Indian Status: Granted |
3 |
Deep Learning for smart Agriculture |
202141005344, 2021 |
National |
4 |
A Method for securing data stored on the cloud using elliptic curve and Diffie-Helman |
202141000257, 2021 |
National |
5 |
Hybrid Kernel Modelling for optimizing the Predictive Performance |
2021141011558, 2021 |
National |
6 |
Method for identifying dyslexia based on eye movements |
202041053300, 2020 |
National |
7 |
Method for minimizing the time consumption in software testing process |
2020103310, 2020 |
International |
8 |
Methodology for optimizing the performance of Data Learning Convergence with minimal computational steps |
2020103766, 2020 |
International |
RESEARCH GRANTS/FUNDS
S. No. |
Academic |
Title of Project |
Funding Agency |
Grant Received / Amount mobilized |
Sanction Date, |
1 |
2019-20 |
Prediction of Dyslexia Using Machine Learning from Eye Movements |
VITCC- Innovation and Entrepreneurship Development Centre |
Rs 1,00,000 |
20-06-2019, |
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