Dr. Ratnesh Srivastava

Dr. Ratnesh Srivastava

Associate Professor, Department of CSIT, Guru Ghasidas Vishwavidyalaya | Academic Resources

Welcome

This website contains academic materials including lecture notes, research papers, and project resources.

đź“š Notes

Master of Computer Applications (MCA)

Data Science
Imortant Stuffs related to Data Science
Data Science Books
India Exit Polls
Other Stuffs
Sampling/ Correlation/ EDA/ Data Cleaning/Feature Engineering/Feature Selection
NLP

B.Tech./ B.Sc Computer Science

Advanced Java

M.Sc Computer Science

Research Methodology

Expert Talks

Data Science

đź“„ Research Papers

  • Conferences
    • S.No. References Link
    1 A. Singh, R. P. Srivastava, and R. Gupta, “Sleep Disorder Classification Using Machine Learning Techniques,” "International Conference on Mathematical Sciences & Computational Intelligence, 20-22 February, 2026, Department of Mathematics, P.G.D.A.V. College, University of Delhi & IIT Delhi View
    2 A. Singh, R. P. Srivastava, and R. Gupta, “Intelligent Emotion Prediction from Text: Integrating TF-IDF Representations with Machine Learning Models for Enhanced Accuracy,” Fifth International Conference on Power, Control and Computing Technologies (ICPC²T –2026) 11th– 13thMarch,2026, NIT Raipur India View
    3 R. Gupta, R. P. Srivastava, and R. Gupta, “Analytical Bench Marking of Satastical and Machine Learning Models for Financial Timer Series Forecasting” Fifth International Conference on Power, Control and Computing Technologies (ICPC²T –2026) 11th– 13thMarch,2026, NIT Raipur India View
    4 R. Gupta, R. P. Srivastava, and R. Gupta, “Analytical Bench Marking of Satastical and Machine Learning Models for Financial Timer Series Forecasting” 5th OPJU International Technology Conference (OTCON 5.0) on Smart Computing for Innovation and Advancement,26th - 28th June, 2026, O P Jindal University, Raigarh, India View
    5 V. Saraf, R. P. Srivastava “YOLOv11-Longitudinal: Metastatic Burden Tracking and Treatment Response Prediction for Precision Breast Cancer Management,” "International Conference on Mathematical Sciences & Computational Intelligence, 20-22 February, 2026, Department of Mathematics, P.G.D.A.V. College, University of Delhi & IIT Delhi View
  • Journals
    • S.No. References Link
    1 A. Singh, R. P. Srivastava, and R. Vaishnav, “Multimodal Sleep Disorder Classification Using Emotion Aware Fusion of Facial Expressions and Wearable Sensor Data,” Global Journal of Computer and Engineering Technology (GJCET), vol. 5, no. 1, pp. 26, Jan. 2025. View

Ph.D Students Details

S.No. Name of Student Enrollment Year Registration Date & Address with Phone No. Thesis Topic Ph.D Completion Years Link
1 Annpurna Singh 2023 Reg. No.225251601, Reg. Date: 14.05.2024, Bamlaya, Post Devgarh, Sitapur, District: Sarguja Mood Based Sleep Disorder Analysis using Machine Learning Technology View
2 Rishabh Gupta 2023 Reg. No. 225254505, Reg. Date: 14.05.2024, Firangi Para, Ward No. 4, Near Mahashakti Chauk, Papaji Provision Store, Kargi Road, Kota, Bilaspur, C.G. Comparative Analysis of Machine Learning Algorithm for Real Time Anomaly Detection in Time Series Data View
3 Vinita Saraf 2024 Reg. No. 235253604, Reg. Date: 24.01.2025 Gondpara, Subhash Nagar, Infront of Maya Dubey Nursing Home, Bilaspur, Chhattisgarh, India Image Impainting for Colorization and Identification of Diseases from Medical Images View

đź’» Projects

Minor Projects
  • B.Sc./B.Tech. CS
      • S.No. Name of Student Enrollment Year Registration Date & Address with Phone No. Thesis Topic Ph.D Completion Years Link
      1 Annpurna Singh 2023 Reg. No.225251601, Reg. Date: 14.05.2024, Bamlaya, Post Devgarh, Sitapur, District: Sarguja Mood Based Sleep Disorder Analysis using Machine Learning Technology View
      2 Rishabh Gupta 2023 Reg. No. 225254505, Reg. Date: 14.05.2024, Firangi Para, Ward No. 4, Near Mahashakti Chauk, Papaji Provision Store, Kargi Road, Kota, Bilaspur, C.G. Comparative Analysis of Machine Learning Algorithm for Real Time Anomaly Detection in Time Series Data View
      3 Vinita Saraf 2024 Reg. No. 235253604, Reg. Date: 24.01.2025 Gondpara, Subhash Nagar, Infront of Maya Dubey Nursing Home, Bilaspur, Chhattisgarh, India Image Impainting for Colorization and Identification of Diseases from Medical Images View
  • M.Sc. CS
    • S.No. Name of Student Enrollment Year Registration Date & Address with Phone No. Thesis Topic Ph.D Completion Years Link
    1 Annpurna Singh 2023 Reg. No.225251601, Reg. Date: 14.05.2024, Bamlaya, Post Devgarh, Sitapur, District: Sarguja Mood Based Sleep Disorder Analysis using Machine Learning Technology View
    2 Rishabh Gupta 2023 Reg. No. 225254505, Reg. Date: 14.05.2024, Firangi Para, Ward No. 4, Near Mahashakti Chauk, Papaji Provision Store, Kargi Road, Kota, Bilaspur, C.G. Comparative Analysis of Machine Learning Algorithm for Real Time Anomaly Detection in Time Series Data View
    3 Vinita Saraf 2024 Reg. No. 235253604, Reg. Date: 24.01.2025 Gondpara, Subhash Nagar, Infront of Maya Dubey Nursing Home, Bilaspur, Chhattisgarh, India Image Impainting for Colorization and Identification of Diseases from Medical Images View
  • MCA
    • S.No. Name of Student Enrollment Year Enrollment No & Address with Phone No. Project Topic & Date Photo Link
    1 Anant Kumar Rai 2025-26 GGV/25/160/0015, Address - Mohammadabad , Ghazipur, Uttar Pradesh Mobile - 9125971212, E-mail - anantraiom@gmail.com Smart Crowd Monitoring System View
    2 Ashish Kumar Meher 2025-26 GGV/25/160/0034, Address - Petupali, Bargarh Odisha,Mobile - 9861694489,E-mail - ashishmeher534@gmail.com Vehicle Entry Monitoring System View
    3 Ankita Sahoo 2025-26 GGV/25/160/0026, Address - Padia Bandhupali, Kishore nagar, Angul, Odisha, 759126, Mobile -7682859349, E-mail - sahooankita020@gmail.com Smart Surveillance System for Boundary Crossing and Weapon Detection View
    4 Aniket Gujar 2025-26 GGV/25/160/0052, Address - Ramnagar, Supela Bhilai, Durg , Chhattisgarh, Mobile - 9340656498, E-mail - aniketgujar2003@gmail.com Human Behavior & Activity Monitoring View
    5 Anjali Tandon 2025-26 GGV/25/160/0011, Address - ghuru Gokul nagar aavaspara bilaspur chhattisgarh Mobile no .- 7225879916 Email ID - anjalitandan77@gmail.com crowd violence detection system View
Major Projects
  • B.Sc./B.Tech. CS
      • S.No. Name of Student Enrollment Year Registration Date & Address with Phone No. Thesis Topic Ph.D Completion Years Link
      1 Annpurna Singh 2023 Reg. No.225251601, Reg. Date: 14.05.2024, Bamlaya, Post Devgarh, Sitapur, District: Sarguja Mood Based Sleep Disorder Analysis using Machine Learning Technology View
      2 Rishabh Gupta 2023 Reg. No. 225254505, Reg. Date: 14.05.2024, Firangi Para, Ward No. 4, Near Mahashakti Chauk, Papaji Provision Store, Kargi Road, Kota, Bilaspur, C.G. Comparative Analysis of Machine Learning Algorithm for Real Time Anomaly Detection in Time Series Data View
      3 Vinita Saraf 2024 Reg. No. 235253604, Reg. Date: 24.01.2025 Gondpara, Subhash Nagar, Infront of Maya Dubey Nursing Home, Bilaspur, Chhattisgarh, India Image Impainting for Colorization and Identification of Diseases from Medical Images View
  • M.Sc. CS
    • S.No. Name of Student Enrollment Year Enrollment No & Address with Phone No. Project Topic & Date Photo Link
    1 Anuradha Bhagat 2023 GGV/21/05304,Mangla chowk , Bilaspur E-mail address - anuradhabhagat245@gmail.com Mobile No.-7987678899 Snake Classification using Machine Learning View
    2 Chanchal gaharwar 2023 GGV/21/05305, Address - Kabir ward madgaon para mungeli (C.G.), mob number -8518953310 email ID - gaharwarchanchal@gmail.com Animal classification using machine learning View
  • MCA
    • S.No. Name of Student Enrollment Year Enrollment No & Address with Phone No. Project Topic & Date Photo Link
    1 Aman patel 2026-2027 GGV/24/05007, Address - Budiya,Tamnar, Raigarh Chhattisgarh 496107 Mobile No - 7489235354 E- mail - patelaman2009@gmail.com E-mail - sahooankita020@gmail.com E-Tour (Travel Booking website) View
    2 Ankit Arpan Das 2026-27 GGV/24/05010, Address-Velora,Balasore,Odisha,756081 Email-ankitarpandas@gmail.com mob-9078843888 Foodonix-Food delivery web application View
    3 Angraj Dewangan 2026-27 GGV/24/05008 Address - songanga colony chowk seepat road sarkanda bilaspur chattisgarh Email - angraj11011@gmail.com Mo. No. - 6261495384 Brain Tumour classification project View
    4 Akriti Sharma 2026-27 GGV/24/05006 Address - sarkanda bilaspur (C.G) Email - akritisharma975@gmail.com Mo. No. - 8770849133 Brain Tumour classification project View
    5 Anjali Jha 2026-27 GGV/24/05009 Address- Chini mill road Banmankhi, Purnea, (Bihar) Email - anjali25679@gmail.com Mob. no. - 62015 61595 Forest Fire Detection View

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Email: write2ratnesh@gmail.com