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Vasant Dhar
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Journal Articles
- 2019
- [j48]Vasant Dhar, Chenshuo Sun
, Puneet Batra:
Transforming Finance Into Vision: Concurrent Financial Time Series as Convolutional Nets. Big Data 7(4): 276-285 (2019) - 2017
- [j47]Vasant Dhar, Sam Bowman:
A Perspective on Natural Language Understanding Capability: An Interview with Sam Bowman. Big Data 5(1): 5-11 (2017) - [j46]Vasant Dhar:
What Is the Role of Artificial Intelligence in Sports? Big Data 5(3): 173-174 (2017) - [j45]Vasant Dhar:
Should We Regulate Digital Platforms? Big Data 5(4): 277-278 (2017) - [j44]Vasant Dhar, Roger M. Stein:
FinTech platforms and strategy. Commun. ACM 60(10): 32-35 (2017) - 2016
- [j43]Vasant Dhar:
The Future of Artificial Intelligence. Big Data 4(1): 5-9 (2016) - [j42]Vasant Dhar, Pedro M. Domingos:
Pedro Domingos on The Master Algorithm: A Conversation with Vasant Dhar. Big Data 4(1): 10-13 (2016) - [j41]Vasant Dhar, Nandan Nilekani, Shankar Maruwada, Nagaraju Pappu:
Big Data As an Enabler of Primary Education. Big Data 4(3): 137-140 (2016) - [j40]Vasant Dhar:
Review of The New ABCs of Research: Achieving Breakthrough Collaborations. Big Data 4(3): 192-193 (2016) - [j39]Vasant Dhar:
Equity, Safety, and Privacy in the Autonomous Vehicle Era. Computer 49(11): 80-83 (2016) - 2015
- [j38]Vasant Dhar:
Should You Trust Your Money to a Robot? Big Data 3(2): 55-58 (2015) - [j37]Vasant Dhar:
The Scope and Challenges for Deep Learning. Big Data 3(3): 127-129 (2015) - 2014
- [j36]Vasant Dhar:
Why Big Data = Big Deal. Big Data 2(2): 55-56 (2014) - [j35]Vasant Dhar:
Big Data and the Rise of Machines in Financial Markets. Big Data 2(2): 65-67 (2014) - [j34]Vasant Dhar:
Big Data and Predictive Analytics in Health Care. Big Data 2(3): 113-116 (2014) - [j33]Vasant Dhar:
Can Big Data Machines Analyze Stock Market Sentiment? Big Data 2(4): 177-181 (2014) - [j32]Vasant Dhar:
Healthcare and Data: An Interview with Peter Szolovits. Big Data 2(4): 182-184 (2014) - [j31]Vasant Dhar, Matthias Jarke, Jürgen Laartz:
Big Data. Bus. Inf. Syst. Eng. 6(5): 257-259 (2014) - [j30]Vasant Dhar, Tomer Geva, Gal Oestreicher-Singer, Arun Sundararajan:
Prediction in Economic Networks. Inf. Syst. Res. 25(2): 264-284 (2014) - [j29]Ritu Agarwal, Vasant Dhar:
Editorial - Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research. Inf. Syst. Res. 25(3): 443-448 (2014) - [j28]Vasant Dhar, Matthias Jarke, Jürgen Laartz:
Big Data. Wirtschaftsinf. 56(5): 277-279 (2014) - 2013
- [j27]Vasant Dhar, Matthias Jarke, Jürgen Laartz:
BISE - Call for Papers Issue 5/2014 - Big Data. Bus. Inf. Syst. Eng. 5(3): 203-204 (2013) - [j26]Vasant Dhar:
Data science and prediction. Commun. ACM 56(12): 64-73 (2013) - [j25]Vasant Dhar, Matthias Jarke, Jürgen Laartz:
WI - Call for Papers Heft 5/2014 - Big Data. Wirtschaftsinf. 55(3): 201-202 (2013) - 2011
- [j24]Vasant Dhar:
Prediction in financial markets: The case for small disjuncts. ACM Trans. Intell. Syst. Technol. 2(3): 19:1-19:22 (2011) - 2010
- [j23]Sanjay Chawla, David J. Hand, Vasant Dhar:
Outlier detection special issue. Data Min. Knowl. Discov. 20(2): 189-190 (2010) - [j22]Vasant Dhar, Anindya Ghose:
Research Commentary - Sponsored Search and Market Efficiency. Inf. Syst. Res. 21(4): 760-772 (2010) - 2007
- [j21]Vasant Dhar, Arun Sundararajan:
Issues and Opinions - Information Technologies in Business: A Blueprint for Education and Research. Inf. Syst. Res. 18(2): 125-141 (2007) - 2001
- [j20]Vasant Dhar, Dashin Chou:
A comparison of nonlinear methods for predicting earnings surprises and returns. IEEE Trans. Neural Networks 12(4): 907-921 (2001) - 2000
- [j19]Vasant Dhar, Dashin Chou, Foster J. Provost:
Discovering Interesting Patterns for Investment Decision Making with GLOWER - A Genetic Learner Overlaid with Entropy Reduction. Data Min. Knowl. Discov. 4(4): 251-280 (2000) - 1998
- [j18]Vasant Dhar:
Data Mining in Finance: Using Counterfactuals to Generate Knowledge from Organizational Information Systems. Inf. Syst. 23(7): 423-437 (1998) - 1997
- [j17]Vasant Dhar:
Book Review: "Neural Networks in Financial Engineering: Proceedings of the Fourth International Conference on Neural Networks in the Capital Markets (NNCM-95)", by A.-P. N. Refenes, Y. Abu-Mostafa, J. Moody, A. Weigend. Int. J. Neural Syst. 8(3): 359-360 (1997) - 1995
- [j16]Michel Benaroch, Vasant Dhar:
Controlling the complexity of investment decisions using qualitative reasoning techniques. Decis. Support Syst. 15(2): 115-131 (1995) - 1994
- [j15]Balasubramaniam Ramesh
, Vasant Dhar:
Representing and Maintaining Process Knowledge for Large-Scale Systems Development. IEEE Expert 9(2): 54-59 (1994) - 1993
- [j14]Vasant Dhar, Matthias Jarke:
On modeling processes. Decis. Support Syst. 9(1): 39-49 (1993) - [j13]Albert Croker, Vasant Dhar:
A Knowledge Representation for Constraint Satisfaction Problems. IEEE Trans. Knowl. Data Eng. 5(5): 740-752 (1993) - [j12]Vasant Dhar, Alexander Tuzhilin:
Abstract-Driven Pattern Discovery in Databases. IEEE Trans. Knowl. Data Eng. 5(6): 926-938 (1993) - 1992
- [j11]Balasubramaniam Ramesh
, Vasant Dhar:
Supporting Systems Development by Capturing Deliberations During Requirements Engineering. IEEE Trans. Software Eng. 18(6): 498-510 (1992) - 1991
- [j10]Hsinchun Chen, Vasant Dhar:
Cognitive process as a basis for intelligent retrieval systems design. Inf. Process. Manag. 27(5): 405-432 (1991) - 1990
- [j9]Vasant Dhar, Nicky Ranganathan:
Integer Programming vs. Expert Systems: An Experimental Comparison. Commun. ACM 33(3): 323-336 (1990) - [j8]Hsinchun Chen, Vasant Dhar:
User Misconceptions of Information Retrieval Systems. Int. J. Man Mach. Stud. 32(6): 673-692 (1990) - 1989
- [j7]Vasant Dhar:
A truth maintenance system for supporting constraint-based reasoning. Decis. Support Syst. 5(4): 379-387 (1989) - 1988
- [j6]Vasant Dhar, Barry Lewis, James Peters:
A Knowledge-Based Model of Audit Risk. AI Mag. 9(3): 56-63 (1988) - [j5]Vasant Dhar, Albert Croker:
Knowledge-Based Decision Support in Business: Issues and a Solution. IEEE Expert 3(1): 53-62 (1988) - [j4]Vasant Dhar, Matthias Jarke:
Dependency Directed Reasoning and Learning in Systems Maintenance Support. IEEE Trans. Software Eng. 14(2): 211-227 (1988) - 1987
- [j3]Vasant Dhar, Harry E. Pople:
Rule-Based versus Structure-Based for Models for Explaining and Generating Expert Behavior. Commun. ACM 30(6): 542-555 (1987) - [j2]Vasant Dhar:
On the Plausibility and Scope of Expert Systems in Management. J. Manag. Inf. Syst. 4(1): 25-41 (1987) - 1986
- [j1]Vasant Dhar:
Using knowledge generated in heuristic search for nonchronological backtracking. Comput. Intell. 2: 151-158 (1986)
Conference and Workshop Papers
- 2015
- [c15]Vasant Dhar:
Should You Trust Your Money to a Robot? KDD 2015: 1625 - 2012
- [c14]Vasant Dhar, Tomer Geva, Gal Oestreicher-Singer, Arun Sundararajan:
Prediction in Economic Networks: Using the Implicit Gestalt in Product Graphs. ICIS 2012 - 2001
- [c13]Vasant Dhar:
A Comparison of GLOWER and other Machine Learning Methods for Investment Decision Making. EPIA 2001: 5 - [c12]Sofus A. Macskassy, Haym Hirsh, Foster J. Provost, Ramesh Sankaranarayanan, Vasant Dhar:
Intelligent Information Triage. SIGIR 2001: 318-326 - 2000
- [c11]Vasant Dhar, Arun Sundararajan:
Maximizing Information Liquidity in Electronic Commerce. ECIS 2000: 357-363 - 1991
- [c10]Balasubramaniam Ramesh
, Vasant Dhar:
Representation and Maintenance of Process Knowledge for Large Scale Systems Development. KBSE 1991: 223-231 - 1990
- [c9]Hsinchun Chen, Vasant Dhar:
A knowledge-based approach to the design of document-based retrieval systems. COCS 1990: 281-290 - [c8]Francesca Rossi, Charles J. Petrie, Vasant Dhar:
On the Equivalence of Constraint Satisfaction Problems. ECAI 1990: 550-556 - [c7]Hsinchun Chen, Vasant Dhar:
Online Query Refinement on Information Retrieval Systems: A Process Model of Searcher/System Interactions. SIGIR 1990: 115-133 - 1987
- [c6]Hsinchun Chen, Vasant Dhar:
Reducing Indeterminism in Consultation: A Cognitive Model of User/Librarian Interactions. AAAI 1987: 285-289 - 1986
- [c5]Wanda J. Orlikowski, Vasant Dhar:
Imposing Structure on Linear Programming Problems: An Empirical Analysis of Expert and Novice Models. AAAI 1986: 308-312 - [c4]Vasant Dhar, P. Ranganathan:
Automating review of forms for international trade transactions: a natural language processing approach. COCS 1986: 61-69 - [c3]John Leslie King, Rob Kling, Tom Malone, Vasant Dhar:
Panel 4: Artificial Intelligence and Business: What Are the Real Prospects? ICIS 1986: 17 - 1985
- [c2]Vasant Dhar, Matthias Jarke:
Learning from Prototypes. ICIS 1985: 14 - [c1]Vasant Dhar:
An Approach to Dependency Directed Backtracking Using Domain Specific Knowledge. IJCAI 1985: 188-190
Editorship
- 2010
- [e1]Tung Bui, Matthias Jarke, Vasant Dhar, Kai Lung Hui, Helmut Krcmar:
Proceedings of the 12th International Conference on Electronic Commerce - Roadmap for the Future of Electronic Business, ICEC 2010, Honolulu, Hawaii, USA, August 2-4, 2010. ACM 2010, ISBN 978-1-4503-1427-5 [contents]
Informal and Other Publications
- 2024
- [i2]Vivek Agarwal, Joshua Harvey, Dmitry Rinberg, Vasant Dhar:
Data Science In Olfaction. CoRR abs/2404.05501 (2024) - 2023
- [i1]Vasant Dhar:
The Paradigm Shifts in Artificial Intelligence. CoRR abs/2308.02558 (2023)
Coauthor Index
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