Isaac J. Sledge

Relational Generalizations of Cluster Validity Indices

Isaac J. Sledge, James C. Bezdek, Timothy C. Havens et al. · IEEE Transactions on Fuzzy Systems · 2010 · 52 citations

Computing, Computer Science, Algorithms +9

Growing neural gas for temporal clustering

Isaac J. Sledge, James M. Keller · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008 · 32 citations

Computing, Computer Science, Data Science +9

Balancing exploration and exploitation in reinforcement learning using a value of information criterion

Isaac J. Sledge, José C. Prı́ncipe · 2017 · 30 citations

Business, Computer Science, Artificial Intelligence +15

Target Detection and Segmentation in Circular-Scan Synthetic Aperture Sonar Images Using Semisupervised Convolutional Encoder–Decoders

Isaac J. Sledge, Matthew S. Emigh, Jonathan King et al. · IEEE Journal of Oceanic Engineering · 2022 · 27 citations · Full text

Computing, Computer Science, Computer Vision +16

Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion

Isaac J. Sledge, Matthew S. Emigh, José C. Prı́ncipe · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 23 citations · Full text

Business, Decision Sciences, Machine Learning +13