Personal profile

Education / Academic qualification

BS, Indian Institute of Technology Kharagpur

… → 1987

MS, University of Maryland-College Park

… → 1990

PHD, University of Maryland-College Park

… → 1991

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 2 Similar Profiles
Planning Engineering & Materials Science
Semantics Engineering & Materials Science
Knowledge representation Engineering & Materials Science
Logic programming Engineering & Materials Science
Language Mathematics
Specifications Engineering & Materials Science
Reasoning Mathematics
Knowledge Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1990 2018

  • 2157 Citations
  • 21 h-Index
  • 97 Conference contribution
  • 58 Article
  • 7 Chapter
  • 1 Editorial

Why deep neural networks: A possible theoretical explanation

Baral, C., Fuentes, O. & Kreinovich, V. 2018 Studies in Systems, Decision and Control. Springer International Publishing, Vol. 100, p. 1-5 5 p. (Studies in Systems, Decision and Control; vol. 100)

Research output: ResearchChapter

Neural Networks
Neural networks
Deep neural networks
neural network
Parallelism

Reactive maintenance policies over equalized states in dynamic environments

Saribatur, Z. G., Baral, C. & Eiter, T. 2017 Progress in Artificial Intelligence - 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Proceedings. Springer Verlag, Vol. 10423 LNAI, p. 709-723 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10423 LNAI)

Research output: ResearchConference contribution

Maintenance Policy
Dynamic Environment
Policy
Maintenance
Clustering

Revision and Updates in Possibly Action-Occurrence-Incomplete Narratives

Baral, C. & Son, T. C. Jan 1 2017 PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Proceedings. Springer Verlag, Vol. 10621 LNAI, p. 53-70 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10621 LNAI)

Research output: ResearchConference contribution

Update
Narrative
Irreflexive
Model
Observation

Addressing a question answering challenge by combining statistical methods with inductive rule learning and reasoning

Mitra, A. & Baral, C. 2016 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2779-2785 7 p.

Research output: ResearchConference contribution

Intelligent agents
Statistical methods
Processing
Inductive logic programming (ILP)
Knowledge representation

Automatic extraction of events-based conditional commonsense knowledge

Sharma, A. & Baral, C. 2016 WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. AI Access Foundation, Vol. WS-16-01 - WS-16-15, p. 527-531 5 p.

Research output: ResearchConference contribution

Semantics

Projects 1999 2017

grant
travel
student
education
mentoring

Subaward for PostdocBP

Baral, C. R. & Dasgupta, P.

4/1/143/31/17

Project: Research project

engineering
computer science
university
student
systems engineering

DataNet Federation Consortium

Baral, C. R.

9/1/138/31/17

Project: Research project

Demonstrations
Marketing
Productivity
Feedback
Information management
Robots
Actuators
Hardware
Command and control systems
Query languages