Soumya Banerjee

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 29

Top Topics

Competence Development

Density Based Clustering

Life Long Learning

Top Venues

J. Inf. Knowl. Manag.

Int. J. Adv. Intell. Paradigms

Publications

Mikel Bober-Irizar, Soumya Banerjee
Neural networks for abstraction and reasoning: Towards broad generalization in machines. CoRR (2024)
Soumya Banerjee, Vinay Kumar Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference. ICRA (2024)
S. VenkataKeerthy, Yashas Andaluri, Sayan Dey, Soumya Banerjee, Ramakrishna Upadrasta
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity. CoRR (2023)
Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh
Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis. CoRR (2023)
Soumya Banerjee, Vinay Kumar Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference. CoRR (2023)
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. CoRR (2023)
Soumya Banerjee, Sarada Prasad Gochhayat, Sachin Shetty
Performance Analysis of Fixed Broadband Wireless Access in mmWave Band in 5G. CoRR (2023)
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
Streaming LifeLong Learning With Any-Time Inference. ICRA (2023)
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
Streaming LifeLong Learning With Any-Time Inference. CoRR (2023)
Soumya Banerjee, Sarada Prasad Gochhayat, Sachin Shetty
Performance Analysis of Fixed Broadband Wireless Access in mmWave Band in 5G. ICNC (2023)
Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh
Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis. HPSR (2022)
Soumya Banerjee, Vinay Kumar Verma, Toufiq Parag, Maneesh Singh, Vinay P. Namboodiri
Class Incremental Online Streaming Learning. CoRR (2021)
Rahul Sharma, Soumya Banerjee, Dootika Vats, Piyush Rai
Variational Rejection Particle Filtering. CoRR (2021)
Viviane Gal, Soumya Banerjee, Dana V. Rad
Identifying emotion pattern from physiological sensors through unsupervised EMDeep model. J. Intell. Fuzzy Syst. 38 (5) (2020)
Soumya Banerjee
Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions. NeurIPS (2020)
Gautam Mahapatra, Priodyuti Pradhan, Ranjan Chattaraj, Soumya Banerjee
Dynamic Graph Streaming Algorithm for Digital Contact Tracing. CoRR (2020)
Arup Roy, Soumya Banerjee, Chintan M. Bhatt, Youakim Badr, Saurav Mallik
Erratum: "Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data". J. Inf. Knowl. Manag. 18 (3) (2019)
Arup Roy, Soumya Banerjee, Chintan M. Bhatt, Youakim Badr, Saurav Mallik
Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data. J. Inf. Knowl. Manag. 17 (2) (2018)
Gautam Mahapatra, Soumya Banerjee, Ranjan Chattaraj
Bi-Level Optimization Using Improved Bacteria Foraging Optimization Algorithm. SOFA (2) (2018)
Nishikant Kumar, Soumya Banerjee
of social insects. Int. J. Adv. Intell. Paradigms 9 (5/6) (2017)
Manash Sarkar, Soumya Banerjee, Youakim Badr, Arun Kumar Sangaiah
Configuring a Trusted Cloud Service Model for Smart City Exploration Using Hybrid Intelligence. Int. J. Ambient Comput. Intell. 8 (3) (2017)
Manash Sarkar, Soumya Banerjee
Exploring social network privacy measurement using fuzzy vector commitment. Intell. Decis. Technol. 10 (3) (2016)
Soumya Banerjee
A Biologically Inspired Model of Distributed Online Communication Supporting Efficient Search and Diffusion of Innovation. CoRR (2016)
Goldina Ghosh, Soumya Banerjee, Neil Y. Yen
State transition in communication under social network: An analysis using fuzzy logic and Density Based Clustering towards big data paradigm. Future Gener. Comput. Syst. 65 (2016)
Goldina Ghosh, Soumya Banerjee
Tracking of experts for enhancement of activities in social network: an analysis of collaborative activity on Wikipedia by applying fuzzy logic. Int. J. Adv. Intell. Paradigms 8 (3) (2016)
Soumya Banerjee
Analysis of a Planetary Scale Scientific Collaboration Dataset Reveals Novel Patterns. CoRR (2015)
Hameed Al-Qaheri, Soumya Banerjee
. ECC (2015)
Eiman Tamah Al-Shammari, Soumya Banerjee, Dana Timar Balas, Neil Y. Yen
Exploring the Cognitive Psychology Paradigm of a Programming Language and Identification of Emotion under Collective Intelligence: An Experience with an Ant Colony Metaphor. NBiS (2015)
Soumya Banerjee, Joshua Hecker
A Multi-Agent System Approach to Load-Balancing and Resource Allocation for Distributed Computing. CoRR (2015)
Youakim Badr, Soumya Banerjee
Managing End-to-End Security Risks with Fuzzy Logic in Service-Oriented Architectures. SERVICES (2013)
Soumya Banerjee, Santi Caballé
Exploring Fish School Algorithm for Improving Turnaround Time: An Experience of Content Retrieval. INCoS (2011)
Soumya Banerjee, Santi Caballé
Exploring Learning Pattern in Social Network. INCoS (2011)
Vasile Palade, Soumya Banerjee
Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm. ICMLA (2) (2011)
Prabhat Kumar Mahanti, Mohammed Al-Fayoumi, Soumya Banerjee, Feras N. Al-Obeidat
Evolution. IEA/AIE (2) (2010)
Soumya Banerjee, Hameed Al-Qaheri
Fuzzy Market Sentiments Model: Studying Contrarians Strategy under Behavioral Finance. Egypt. Comput. Sci. J. 34 (2) (2010)
Hameed Al-Qaheri, Abhijit Mustafi, Soumya Banerjee
Digital Watermarking using Ant Colony Optimization in Fractional Fourier Domain. J. Inf. Hiding Multim. Signal Process. 1 (3) (2010)
Mohammed Al-Fayoumi, Prabhat Kumar Mahanti, Soumya Banerjee
OptiTest: Optimizing Test Case Using Hybrid Intelligence. World Congress on Engineering (2007)
Soumya Banerjee, Ajith Abraham, Sang-Yong Han, Prabhat Kumar Mahanti
Soft Modeling of Group Dynamics and Behavioral Attributes. WSTST (2005)
Soumya Banerjee, Crina Grosan, Ajith Abraham
Emotional Ant Based Modeling of Crowd Dynamics. SYNASC (2005)
Soumya Banerjee, Crina Grosan, Ajith Abraham
IDEAS: Intrusion Detection based on Emotional Ants for Sensors. ISDA (2005)