Assistant Professor

Dr V Ramanjaneyulu Yannam

Department of Computer Science and Engineering

Interests

  1. Group Recommendation System
  2. Data Mining
  3. Machine Learning

Faculty Details

Education

2008

RVRJC College of Engineering (Autonomous),
India
BTech

2012

GMR Institute of Technology Rajam
India
MTech

2024

National Institute of Technology Rourkela
India
PhD

Experience

  • June 2023 to November 2024 – Assistant Professor, Department of School of Technology, Woxsen University, Hyderabad
  • July 2011 to July 2018 – Assistant Professor, Gayatri Vidya Parishad College of Engineering(A), Visakhapatnam

Research Interest

  • Group Recommendation, specifically focused consensus among the group members and reduce the cold-start scenarios.
  • Reducing the data sparsity, scalability in Group recommendation system.

Awards & Fellowships

  • 2018 - UGCNET- Qualified
  • 2014- Ratified as an Assistant Professor- JNTU Kakinada
  • 2008 – GATE – Qualified

Publications

Journals

  • V Ramanjaneyulu Yannam, Jitendra Kumar, Korra Sathya Babu, Bidyut Kumar Patra. Euclidean embedding with preference relation for recommender systems. Multimedia Tools and Applications. Pages 1-21 (2024)
  • Chiranjeevi Sadu, Pradip K Das, V Ramanjaneyulu Yannam, Anand Nayyar. RobustFace: a novel image restoration technique for face adversarial robustness improvement. Multimedia Tools and Applications. Pages 1-29 (2024)
  • Gopal Behara, V Ramanjaneyulu Yannam, Anand Nayyar, Dilip Kumar Bagal. Integrating metadata into deep autoencoder for handling prediction task of collaborative recommender system. Multimedia Tools and Applications, Volume 83, Pages: 42125-42147 (2024)
  • Jitendra Kumar, V Ramanjaneyulu Yannam, Harshit Prajapati, Bibhudatta Sahoo, Korra Sathya Babu. Improve the recommendation using hybrid tendency and user trust. International Journal of Information Technology, volume 15, pages 3147-3156 (2023).
  • V Ramanjaneyulu Yannam, Jitendra Kumar, Tejaswini Vankayala, Korra Sathya Babu. Hybrid approach for next basket recommendation system. International Journal of Information Technology, 1733-1740 (2023).
  • V Ramanjaneyulu Yannam, Jitendra Kumar, Korra Sathya Babu, Bibhudatta Sahoo. Improving group recommendation using deep collaborative filtering approach. International Journal of Information Technology, Pages 1489-1497 (2023)
  • V Ramanjaneyulu Yannam, Jitendra Kumar, Korra Sathya Babu, Bidyut Kumar Patra. Enhancing the accuracy of group recommendation using slope one. The journal of supercomputing, 499-540 (2023).

Conference Papers

  • Jitendra Kumar, V Ramanjaneyulu Yannam, Bibhudatta Sahoo, Korra Sathya Babu. Improving Group Recommendation using Revised Slope One. IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), IEEE, Pages: 1-5 (2022)
  • V Ramanjaneyulu Yannam, Jitendra Kumar, Leela Sravani, Korra Sathya Babu. Enhancing group recommendation using attention mechanisam, IEEE 19th India Council International Conference (INDICON), Pages 1-6 (2022)
  • V Ramanjaneyulu Yannam Kaira Nithin Goud, Bidet Kr. Patra Korra Sathya Babu. User Preference Multi-criteria Recommendations Using Neural Collaborative Filtering Methods. ICMC-6th International Conference, pages 55-64 (2020)
  • D Veeraiah, V Ramanjaneyulu Yannam, D Yakobu, T Sahithi A novel approach for extraction and representation of main data from web pages to android application 2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), 1126-1130 (2016).

Book Chapters

  • Jitendra Kumar, V Ramanjaneyulu Yannam, Korra Sathya Babu, Bidyut Kumar Patra. A survey on group modeling strategies for recommender systems. New paradigms in computational modeling and its applications. Academic press Pages 209-239, Elesvier, India, 2021

Contact Details

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