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4 papers · 2 filters
Recommendations on Designing Practical Interval Type-2 Fuzzy Systems
Dongrui Wu, Jerry Mendel
Interval type-2 (IT2) fuzzy systems have become increasingly popular in the last 20 years. They have demonstrated superior performance in many applications. However, the operation…
Beyond DAGs: Modeling Causal Feedback with Fuzzy Cognitive Maps
Osonde Osoba, Bart Kosko
Fuzzy cognitive maps (FCMs) model feedback causal relations in interwoven webs of causality and policy variables. FCMs are fuzzy signed directed graphs that allow degrees of causal…
Pykg2vec: A Python Library for Knowledge Graph Embedding
Shih Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo +2
Pykg2vec is an open-source Python library for learning the representations of the entities and relations in knowledge graphs. Pykg2vec's flexible and modular software architecture…
Solving Markov Decision Processes with Reachability Characterization from Mean First Passage Times
Shoubhik Debnath, Lantao Liu, Gaurav Sukhatme
A new mechanism for efficiently solving the Markov decision processes (MDPs) is proposed in this paper. We introduce the notion of reachability landscape where we use the Mean Firs…