IS

Aytug, Haldun

Research Interests (5)

List of Topics (5)

Topic Weight Topic Terms
0.264 data classification statistical regression mining models neural methods using analysis techniques performance predictive networks accuracy
0.174 distributed agents agent intelligent environments environment smart computational environmental scheduling human rule using does embodied
0.121 procurement firms strategy marketing unified customers needs products strategies availability informedness proprietary purchase resonance policies
0.117 decision making decisions decision-making makers use quality improve performance managers process better results time managerial
0.112 behavior behaviors behavioral study individuals affect model outcomes psychological individual responses negative influence explain hypotheses

Coauthor Network

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List of Coauthors (2)

Boylu, Fidan 1 Koehler, Gary J. 1

Article Keywords (5)

adversarial learning 1 discriminant analysis 1 generalization 1 principal-agent 1
strategic gaming 1

Articles (1)

Induction over Strategic Agents. (Information Systems Research, 2010)
Authors: Abstract:
    We study the problem where a decision maker needs to discover a classification rule to classify intelligent, self-interested agents. Agents may engage in strategic behavior to alter their characteristics for a favorable classification. We show how the decision maker can induce a classification rule that anticipates such behavior while still satisfying an important risk minimization principle.