Vasant Dhar

Q: What Schools Are Affiliated With Vasant Dhar

Vasant Dhar is affiliated with the following schools: IIT Delhi, University of Pittsburgh, Columbia University, New York University

Vasant Dhar's AcademicInfluence.com Rankings

Vasant Dhar

Computer Science

#703

World Rank

#725

Historical Rank

Data Science

World Rank

Historical Rank

Big Data

World Rank

Historical Rank

Machine Learning

#113

World Rank

#114

Historical Rank

computer-science Degrees

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Computer Science

Vasant Dhar's Degrees

PhD Computer Science Columbia University
Masters Computer Science Columbia University
Bachelors Electrical Engineering IIT Delhi

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Why Is Vasant Dhar Influential?

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According to Wikipedia, Vasant Dhar is a professor at the Stern School of Business and the Center for Data Science at New York University, former editor-in-chief of the journal Big Data and the founder of SCT Capital, one of the first machine-learning-based hedge funds in New York City in the 1990s. His research focuses on building scalable decision-making systems from large sources of data using techniques and principles from the disciplines of artificial intelligence and machine learning.

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Vasant Dhar's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Data science and prediction (2012) (702)
Editorial - Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research (2014) (536)
Does Chatter Matter? The Impact of User-Generated Content on Music Sales (2007) (521)
Supporting Systems Development by Capturing Deliberations During Requirements Engineering (1992) (328)
Seven Methods for Transforming Corporate Data Into Business Intelligence (1996) (161)
Intelligent Decision Support Methods: The Science of Knowledge Work (1996) (150)
Abstract-Driven Pattern Discovery in Databases (1992) (117)
Cognitive process as a basis for intelligent retrieval systems design (1991) (115)
Integer programming vs. expert systems: an experimental comparison (1990) (107)
On the Equivalence of Constraint Satisfaction Problems (1990) (92)
Discovering Interesting Patterns for Investment Decision Making with GLOWER ☹—A Genetic Learner Overlaid with Entropy Reduction (2000) (92)
Issues and Opinions - Information Technologies in Business: A Blueprint for Education and Research (2007) (84)
FinTech platforms and strategy (2016) (75)
Rule-based versus structure-based models for explaining and generating expert behavior (1987) (63)
Why Big Data = Big Deal (2014) (55)
Dependency Directed Reasoning and Learning in Systems Maintenance Support (1987) (53)
User Misconceptions of Information Retrieval Systems (1988) (53)
A comparison of nonlinear methods for predicting earnings surprises and returns (2001) (48)
On the Plausibility and Scope of Expert Systems in Management (1985) (47)
Prediction in Economic Networks (2014) (44)
Intelligent information triage (2001) (43)
Representing and maintaining process knowledge for large-scale systems development (1994) (42)
Big Data and Predictive Analytics in Health Care (2014) (38)
The Future of Artificial Intelligence (2016) (38)
Assessing inherent risk during audit planning: The development of a knowledge based model☆ (1989) (37)
A Knowledge-Based (1988) (33)
Assumptions Underlying Systems that Support Work Group Collaboration (1989) (30)
Research Commentary - Sponsored Search and Market Efficiency (2010) (30)
Online query refinement on information retrieval systems: a process model of searcher/system interactions (1989) (28)
Data Mining in Finance: Using Counterfactuals to Generate Knowledge from Organizational Information Systems (1998) (27)
Knowledge-based decision support in business: Issues and a solution (1988) (27)
A Knowledge-Based Model of Audit Risk (1987) (23)
Comparative effectiveness for oral anti-diabetic treatments among newly diagnosed type 2 diabetics: data-driven predictive analytics in healthcare (2013) (23)
Controlling the complexity of investment decisions using qualitative reasoning techniques (1995) (22)
Imposing Structure on Linear Programming Problems: An Empirical Analysis of Expert and Novice Models (1986) (22)
Prediction in financial markets: The case for small disjuncts (2009) (22)
Reducing Indeterminism in Consultation: A Cognitive Model of User/Librarian Interactions (1987) (22)
Sponsored Search and Market Efficiency (2010) (19)
An Approach to Dependency Directed Backtracking Using Domain Specific Knowledge (1985) (19)
Planet : an intelligent decision support system for the formulation and investigation of formal planning models (1984) (17)
On modeling processes (1993) (16)
Equity, Safety, and Privacy in the Autonomous Vehicle Era (2016) (15)
Learning from Prototypes (1985) (13)
Knowledge-Based Support Systems for Long Range Planning. (1983) (12)
Representation And Maintenance of process knowledge for large Scale Systems development (1991) (11)
A Knowledge Representation for Constraint Satisfaction Problems (1990) (11)
The Gestalt in Graphs: Prediction Using Economic Networks (2010) (11)
Does it Matter in Business Education? Interviews with Business School Deans (2006) (10)
Should the Core Information Systems Curriculum be Structured Around a Fundamental Question (2004) (10)
Outlier detection special issue (2010) (10)
Customer Interaction Patterns in Electronic Commerce: Maximizing Information Liquidity for Adaptive Decision Making (1999) (10)
Information Triage using Prospective Criteria (2001) (10)
Should You Trust Your Money to a Robot? (2015) (9)
A truth maintenance system for supporting constraint-based reasoning (1989) (8)
Experiments with an Integer Programming Formulation of an Expert System (1989) (7)
The Scope and Challenges for Deep Learning (2015) (6)
An intelligent assistant for financial hedging (1990) (5)
A knowledge-based approach to solving hedge design problems (1991) (5)
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 (1997) (5)
Knowledge Discovery from Databases: the Nyu Project (1995) (5)
Big Data (2014) (5)
OF EXPERT SYSTEMS IN MANAGEMENT (1987) (5)
Big Data As an Enabler of Primary Education (2016) (5)
Group Support and Change Propagation in Requirements Engineering (1993) (5)
A Problem-Solver/Tms Architecture for General Constraint Satisfaction Problems (1988) (5)
Using knowledge generated in heuristic search for nonchronological backtracking (1986) (5)
A Comparison of GLOWER and other Machine Learning Methods for Investment Decision Making (2001) (5)
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business (2010) (4)
What Is the Role of Artificial Intelligence in Sports? (2017) (4)
Using teleological design knowledge for large systems development and maintenance (1987) (4)
Prediction in Economic Networks: Using the Implicit Gestalt in Product Graphs (2012) (4)
Transforming Finance Into Vision: Concurrent Financial Time Series as Convolutional Nets (2019) (4)
Can Big Data Machines Analyze Stock Market Sentiment? (2014) (3)
Appears in User Modeling 2001 Workshop: Machine Learning, Information Retrieval and User Modeling Information Triage using Prospective Criteria (2001) (3)
Qualitative Synthesis of Configurations for Two-Terminal Systems Based on Desired Behavior (1991) (3)
Comments on 'Protecting Consumer Privacy in an Era of Rapid Change: Aproposed Framework for Businesses and Policymakers' (2011) (3)
The relationship between earnings events and returns: a comparison of four nonlinear prediction models (1999) (2)
An Extended Atms for Decomposable Problems (1991) (2)
On the Equivalence of Constraint (1990) (2)
Big Data and the Rise of Machines in Financial Markets (2014) (2)
Healthcare and Data: An Interview with Peter Szolovits (2014) (2)
Should We Regulate Digital Platforms? (2017) (2)
Re-Engineering Trading and Treasury Operations in International Financial Services (1993) (2)
Pedro Domingos on The Master Algorithm: A Conversation with Vasant Dhar (2016) (1)
Pattern discovery and simulation methods for evaluating risk control strategies in futures trading systems (2000) (1)
Dependency Directed Backtracking in Generalized Satisficing Assignment Problems (1990) (1)
Automating review of forms for international trade transactions: a natural language processing approach (1986) (1)
Maximizing Information Liquidity in Electronic Commerce (2000) (1)
Big Data (2014) (1)
Review of The New ABCs of Research: Achieving Breakthrough Collaborations (2016) (0)
BISE – Call for Papers Issue 5/2014 (2013) (0)
BISE – Call for Papers Issue 5/2014 (2013) (0)
Acquiring Application-Specific Knowledge During Design to Support Systems Maintenance (1986) (0)
Big Data (2014) (0)
WI – Call for Papers Heft 5/2014 (2013) (0)
Planet: An Intelligent Decision Support System for Resource Planning in Manufacturing Organizations (1985) (0)
A Value-Chain Based Model for Supporting Information Technology Investments (1991) (0)
Comparative Effectiveness for Oral Anti-Diabetic Treatments Among Newly Diagnosed Type-2 Diabetics: Machine Learning Applied to a Large-Scaleclaims Dataset (2011) (0)
A Perspective on Natural Language Understanding Capability: An Interview with Sam Bowman (2017) (0)
A Value-Chain Based Process Model for Supporting Business Process Reengineering (1991) (0)
Panel 4: Artificial Intelligence and Business: What Are the Real Prospects? (1986) (0)
Dependency Based Coordination for Consistent Solutions in Distributed Work (1992) (0)
Implementation Language Considerations 5 (2005) (0)
Analogical and Dependency Directed Reasoning Strategies for Large Systems Evolution (1985) (0)
ON THE STABILITY OF MACHINE LEARNING MODELS : MEASURING MODEL AND OUTCOME VARIANCE (2020) (0)
Structured Analysis Representations as Production Systems: An Interpretation and its Implications (1989) (0)
Drawing the line for risk stratifications: Designing return-to-work policies that consider diagnostic error, costs, benefits and COVID-19 (2020) (0)
Commentary Sponsored Search and Market Efficiency (2010) (0)
Multiple Agent Formalisms for Coordination in Organizational Problems (1991) (0)
Maximization of Organizational Uptime Using an Interactive Genetic-Fuzzy Scheduling and Support System (1993) (0)

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What Schools Are Affiliated With Vasant Dhar?

Vasant Dhar is affiliated with the following schools:

Vasant Dhar's Academic­Influence.com Rankings

Vasant Dhar's Degrees

Similar Degrees You Can Earn

Why Is Vasant Dhar Influential?

Vasant Dhar's Published Works

Published Works

Other Resources About Vasant Dhar

What Schools Are Affiliated With Vasant Dhar?

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Vasant Dhar's AcademicInfluence.com Rankings