Search Results - subject:"Instance Based Learning"

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K- NEAREST NEIGHBOR ALGORITHM FOR INSTANCE BASED LEARNING

STANCIU, CRISTINA OFELIA - In: Anale. Seria Stiinte Economice. Timisoara XVIII/Supplement (2012) November, pp. 134-138

Instance Based Learning (IBL) results in classifying a new instance by examining and comparing it to the rest of the …

Persistent link: https://www.econbiz.de/10010815296

Instance-Based Learning in Dynamic Decision Making

Gonzalez, Cleotilde; Lerch, Javier F.; Lebiere, Christian - 2003

This paper presents a learning theory pertinent to dynamic decision making (DDM) called instancebased learning theory (IBLT). IBLT proposes five learning mechanisms in the context of a decision-making process: instance-based knowledge, recognition-based retrieval, adaptive strategies,...

Persistent link: https://www.econbiz.de/10009441001

Effects of feedback and complexity on repeated decisions from description

Lejarraga, Tomás; Gonzalez, Cleotilde - In: Organizational Behavior and Human Decision Processes 116 (2011) 2, pp. 286-295

, descriptions are overlooked irrespective of the level of complexity of the decision scenario. We show that an instance-based … learning model and a reinforcement learning model account for the observed decisions by solely relying on observed outcomes. We …

Persistent link: https://www.econbiz.de/10011041546

A loser can be a winner : comparison of two instance-based learning models in a market entry competition

Gonzalez, Cleotilde; Dutt, Varun; Lejarraga, Tomás - In: Games 2 (2011) 1, pp. 136-162

. Our model was designed according to the Instance-Based Learning Theory (IBLT). The two versions of the model assumed the …

Persistent link: https://www.econbiz.de/10009752431