Pitoyo Hartono

56 papers A* 1A 1B 15C 4Journal 16Unranked 19

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Context-flexible cartography with Siamese topological neural networks. Discov. Artif. Intell. Pitoyo Hartono
2023	J	`jnl`	Fibonacci Level Adjustment for Optimizing Player's Performance and Engagement. Int. J. Serious Games Faiz Hilmawan Masyfa, Herman Tolle, Tibyani Tibyani, Pitoyo Hartono
2023	—	`conf`	Human-Guided Transfer Learning for Autonomous Robot. ICONIP (7) Minako Oriyama, Pitoyo Hartono, Hideyuki Sawada
2022	—	`conf`	An In-Depth Analysis of Cooperative Multi-Robot Hierarchical Reinforcement Learning. SIET Gembong Edhi Setyawan, Pitoyo Hartono, Hideyuki Sawada
2022	J	`jnl`	Infusing common-sensical prior knowledge into topological representations of learning robots. Artif. Life Robotics Kana Ogawa, Pitoyo Hartono
2020	J	`jnl`	A transparent cancer classifier. Health Informatics J. Pitoyo Hartono
2020	J	`jnl`	Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopathological images. J. Biomed. Informatics Patrik Sabol, Peter Sincák, Pitoyo Hartono, Pavel Kocan, Zuzana Benetinová, Alzbeta Blichárová, Ludmila Verbóová, Erika Stammová, Antónia Sabolová-Fabianová, Anna Jasková
2020	J	`jnl`	Generating Similarity Map for COVID-19 Transmission Dynamics with Topological Autoencoder. CoRR Pitoyo Hartono
2020	J	`jnl`	Mixing Autoencoder With Classifier: Conceptual Data Visualization. IEEE Access Pitoyo Hartono
2020	B	`conf`	Visualization of topographical internal representation of learning robots. IJCNN Shiori Kuramoto, Hideyuki Sawada, Pitoyo Hartono
2019	—	`conf`	A Conscious AI System Based on Recurrent Neural Networks Applying Dynamic Information Equilibrium. AAAI Spring Symposium: Towards Conscious AI Systems Yasuo Kinouchi, Kenneth James Mackin, Pitoyo Hartono
2019	B	`conf`	Explainable Classifier Supporting Decision-making for Breast Cancer Diagnosis from Histopathological Images. IJCNN Patrik Sabol, Peter Sincák, Kana Ogawa, Pitoyo Hartono
2019	J	`jnl`	Mixing autoencoder with classifier: conceptual data visualization. CoRR Pitoyo Hartono
2019	—	`conf`	Road Grade and Vehicle Mass Estimation for Heavy-duty Vehicles Using Feedforward Neural Networks. ICITE Sina Torabi, Mattias Wahde, Pitoyo Hartono
2019	J	`jnl`	Semantically Explainable Fuzzy Classifier. Int. J. Pattern Recognit. Artif. Intell. Patrik Sabol, Peter Sincák, Ján Magyar, Pitoyo Hartono
2019	J	`jnl`	Topographic representation adds robustness to supervised learning. J. Intell. Fuzzy Syst. Pitoyo Hartono, Thomas Trappenberg
2018	J	`jnl`	Classification and dimensional reduction using restricted radial basis function networks. Neural Comput. Appl. Pitoyo Hartono
2017	B	`conf`	Cumulative fuzzy class membership criterion decision-based classifier. SMC Patrik Sabol, Peter Sincak, Jan Buca, Pitoyo Hartono
2017	—	`conf`	Pairwise elastic self-organizing maps. WSOM Pitoyo Hartono, Yuto Take
2016	B	`conf`	A review of MF-ARTMAP toward an improvement classification accuracy using simulated annealing. SMC Jaroslav Ondo, Patrik Sabol, Peter Sincak, Pitoyo Hartono
2015	—	`conf`	Classifier with Hierarchical Topographical Maps as Internal Representation. ICLR (Workshop) Pitoyo Hartono, Paul Hollensen, Thomas Trappenberg
2015	J	`jnl`	Dimension Reduction with Non-degrading Generalization. CoRR Pitoyo Hartono
2015	J	`jnl`	Learning-Regulated Context Relevant Topographical Map. IEEE Trans. Neural Networks Learn. Syst. Pitoyo Hartono, Paul Hollensen, Thomas Trappenberg
2014	C	`conf`	Visualizing Hierarchical Representation in a Multilayered Restricted RBF Network. ICANN Pitoyo Hartono, Paul Hollensen, Thomas Trappenberg
2014	B	`conf`	Visualizing Learning Management System data using Context-Relevant Self-Organizing Map. SMC Pitoyo Hartono, Kayo Ogawa
2013	B	`conf`	Classificability-regulated self-organizing map using restricted RBF. IJCNN Pitoyo Hartono, Thomas Trappenberg
2012	—	`conf`	Computational Intelligence for Creating Autonomous Robots. RiTA Pitoyo Hartono
2012	—	`conf`	Internal representation of sensory information for training autonomous robot. SCIS&ISIS Pitoyo Hartono, Thomas Trappenberg
2011	B	`conf`	Ensemble of perceptrons with confidence measure for piecewise linear decomposition. IJCNN Pitoyo Hartono
2011	B	`conf`	Internal topographical structure in training autonomous robot. SMC Pitoyo Hartono, Thomas Trappenberg
2010	C	`conf`	Modular robot with adaptive connection topology. HIS Pitoyo Hartono, Aito Nakane
2010	B	`conf`	Selective attention improves self-organization of cortical maps with multiple inputs. IJCNN Thomas Trappenberg, Aya Saito, Pitoyo Hartono
2009	J	`jnl`	Fast reinforcement learning for simple physical robots. Memetic Comput. Pitoyo Hartono, Sachiko Kakita
2009	B	`conf`	Learning Intialized by Topologically Correct Representation. SMC Pitoyo Hartono, Thomas Trappenberg
2009	—	`conf`	Top-Down Control of Learning in Biological Self-Organizing Maps. WSOM Thomas Trappenberg, Pitoyo Hartono, Douglas Rasmusson
2008	B	`conf`	Class-proximity SOM and its applications in classification. SMC Pitoyo Hartono, Aya Saito
2008	—	`conf`	Embedded Neural Network for Swarm Learning of Physical Robots. ICANN (2) Pitoyo Hartono, Sachiko Kakita
2007	—	`conf`	Interpretable Piecewise Linear Classifier. ICONIP (2) Pitoyo Hartono
2007	J	`jnl`	Learning from imperfect data. Appl. Soft Comput. Pitoyo Hartono, Shuji Hashimoto
2006	B	`conf`	Analysis of the Performance of Ensemble of Perceptrons. IJCNN Pitoyo Hartono, Shuji Hashimoto
2006	C	`conf`	Ensemble as a Piecewise Linear Classifier. HIS Pitoyo Hartono, Shuji Hashimoto
2005	—	`conf`	Learning with Ensemble of Linear Perceptrons. ICANN (2) Pitoyo Hartono, Shuji Hashimoto
2005	—	`conf`	Video Stream Retrieval Based on Temporal Feature of Frame Difference. ICASSP (2) Mikito Toguro, Kenji Suzuki, Pitoyo Hartono, Shuji Hashimoto
2004	C	`conf`	Ensemble of Linear Perceptrons with Confidence Level Output. HIS Pitoyo Hartono, Shuji Hashimoto
2004	B	`conf`	Labeled-GA with adaptive mutation rate. IEEE Congress on Evolutionary Computation Pitoyo Hartono, Shuji Hashimoto, Mattias Wahde
2003	A*	`conf`	Strategy acquirement by survival robots in outdoor environment. ICRA Pitoyo Hartono, Keishiro Tabe, Kenji Suzuki, Shuji Hashimoto
2002	J	`jnl`	Extracting the Principal Behavior of a Probabilistic Supervisor Through Neural Networks Ensemble. Int. J. Neural Syst. Pitoyo Hartono, Shuji Hashimoto
2002	—	`conf`	Machine Listening for Autonomous Musical Performance Systems. ICMC Kenji Suzuki, Yoichiro Taki, Hisaki Konogaya, Pitoyo Hartono, Shuji Hashimoto
2002	—	`conf`	Signal reconstruction from sampled data using neural network. NNSP Akihito Sudou, Pitoyo Hartono, Ryo Saegusa, Shuji Hashimoto
2002	—	`conf`	Subjective Preference Oriented Global Sound Database. ICMC Pitoyo Hartono, Kenji Suzuki, Hai Qi, Shuji Hashimoto
2001	A	`conf`	A Virtual Reality System For. ICME Shinichiro Sanji, Makoto Murata, Pitoyo Hartono, Shuji Hashimoto
2001	—	`conf`	Learning-Data Selection Mechanism through Neural Networks Ensemble. Multiple Classifier Systems Pitoyo Hartono, Shuji Hashimoto
2001	B	`conf`	Migrational GA that preserves solutions in non-static optimization problems. SMC Pitoyo Hartono, Shuji Hashimoto
2000	—	`conf`	Effective Learning in Noisy Environment Using Neural Network Ensemble. IJCNN (2) Pitoyo Hartono, Shuji Hashimoto
1999	B	`conf`	Neural network ensemble with temperature control. IJCNN Pitoyo Hartono, Shuji Hashimoto
1994	—	`conf`	Adaptive Timbre Control System Using Gesture. ICMC Pitoyo Hartono, Kazumi Asano, Wataru Inoue, Shuji Hashimoto