Research

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, Software Artifact Similarity, Build vs Buy, ...
• Security: Human Aspects in Security, Voice Biometric based Social Security, Bitcoin Privacy, ...
• Machine Learning for Social Good: Social Media Analytics for Mental Health, Reliability of Signals-Reliability of Visual Aids, ...
• Quantum Computing for Business

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)