Research

Basic and applied interdisciplinary research involving design and development of novel algorithmic platforms and computational mechanisms

Patents | Publications [Domain-Wise] | Publications (Chrnological)

Technical Domains

    • Unstructured Data (Text) Analytics, Information Retrieval, and Natural Language Processing: Concept Extraction and Disambiguation, Semantic Similarity and Relatedness, Search, Topic Modeling, Type and Constraint Mining, ...
    • Applied Machine Learning: Active Learning, Interactive Learning, Neural Networks - GANs, HNNs, ...
    • Data Engineering: Data Synthesis and Validation, Automations in Feature Engineering, ...
    • Formal Verification: Probabilistic Calculi (Pi-Calculus, Fusion Calculus), Real-time Temporal Logic Model Checking, ...
    • Complex Systems: Social Network Analysis, Theoretical Artificial Life, ...

Application Domains

    • Software Analytics: Plain-Text Requirements' Analysis, Mining Incident and Defect Repositories, Test Data Synthesis and Validation, Test Case Similarity, ...
    • Security: Human Aspects in Security, Voice Biometric based Social Security, Bitcoin Privacy, Security Constructs in OO Programming, ...

Technical Reviewer

    • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
    • IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)
    • ACM Transactions on Parallel Computing (TOPC)
    • Elsevier Journal Neurocomputing
    • The International Journal of Software Science and Computational Intelligence (IJSSCI)
    • The 5th International Conference on Fuzzy Systems and Data Mining (FSDM 2019)

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Contact: {janardan.misra/janmishra} @ {gmail/yahoo} . com