Paulito P. Palmes

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 5

Top Topics

Machine Learning

Global Optimization

Decision Variables

Top Venues

Publications

Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
AutoDOViz: Human-Centered Automation for Decision Optimization. CoRR (2023)
Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn
AutoDOViz: Human-Centered Automation for Decision Optimization. IUI (2023)
Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization. AAAI (2022)
Paulito P. Palmes, Akihiro Kishimoto, Radu Marinescu, Parikshit Ram, Elizabeth Daly
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling Optimization. CoRR (2021)
Radu Marinescu, Akihiro Kishimoto, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea
Searching for Machine Learning Pipelines Using a Context-Free Grammar. AAAI (2021)
Paulito P. Palmes, Hung Keng Pung, Tao Gu, Wenwei Xue, Shaxun Chen
Object relevance weight pattern mining for activity recognition and segmentation. Pervasive Mob. Comput. 6 (1) (2010)
Hung Keng Pung, Tao Gu, Wenwei Xue, Paulito P. Palmes, Jian Zhu, Wen Long Ng, Chee Weng Tang, Nguyen Hoang Chung
Context-aware middleware for pervasive elderly homecare. IEEE J. Sel. Areas Commun. 27 (4) (2009)
Wenwei Xue, Hung Keng Pung, Paulito P. Palmes, Tao Gu
Schema matching for context-aware computing. UbiComp (2008)
Shiro Usui, Paulito P. Palmes, Kazunori Nagata, Tatsuki Taniguchi, Naonori Ueda
Keyword extraction, ranking, and organization for the neuroinformatics platform. Biosyst. 88 (3) (2007)
Shiro Usui, Paulito P. Palmes, Kazunori Nagata, Tatsuki Taniguchi, Naonori Ueda
Extracting Keywords from Research Abstracts for the Neuroinformatics Platform Index Tree. IJCNN (2006)
Paulito P. Palmes, Shiro Usui
Invasive Connectionist Evolution. ICNC (3) (2005)
Paulito P. Palmes, Taichi Hayasaka, Shiro Usui
Mutation-based genetic neural network. IEEE Trans. Neural Networks 16 (3) (2005)
Paulito P. Palmes, Shiro Usui
The Influence of Gaussian, Uniform, and Cauchy Perturbation Functions in the Neural Network Evolution. ICONIP (2004)
Paulito P. Palmes, Taichi Hayasaka, Shiro Usui
SEPA: Structure Evolution and Parameter Adaptation in Feed-Forward Neural Networks. GECCO (2003)