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  1. JSMel: A dataset of 960 song melodies widely shared in contemporary Japan

    Article • Data in Brief, June 2026, Elsevier

    Pitoyo Hartono

  2. Visualization of Humansʼ Subjectivity with Human-in-the-loop Dimensionality Reduction

    Article • International Journal of Affective Engineering, January 2026, Japan Society of Kansei Engineering

    Pitoyo Hartono

  3. Recovering Input-Space Feature-Weighting Metrics from Embedding Geometry

    Article • January 2026, Elsevier

    Pitoyo Hartono

  4. Human-in-the-loop transfer learning in collision avoidance of autonomous robots

    Article • Biomimetic Intelligence and Robotics, March 2025, Elsevier

    Pitoyo Hartono

  5. A new method for creating maps using neural networks

    Article • Discover Artificial Intelligence, January 2024, Springer Science + Business Media

    Pitoyo Hartono

  6. Human-Guided Transfer Learning for Autonomous Robot

    Article • November 2023, Springer Science + Business Media

    Pitoyo Hartono

  7. Topological Neural Networks: theory and applications

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Pitoyo Hartono

  8. Review of: "Interpreting the loss functions of Artificial neural networks in cancer research"

    Article • Qeios, June 2023, Qeios Ltd

    Pitoyo Hartono

  9. Fibonacci Level Adjustment for Optimizing Player’s Performance and Engagement

    Article • International Journal of Serious Games, June 2023, Serious Games Society

    Pitoyo Hartono

  10. Eye Contact as a New Modality for Man-machine Interface

    Article • International Journal of Advanced Computer Science and Applications, January 2023, The Science and Information Organization

    Pitoyo Hartono

  11. An In-Depth Analysis of Cooperative Multi-Robot Hierarchical Reinforcement Learning

    Article • November 2022, ACM (Association for Computing Machinery)

    Hideyuki Sawada, Gembong Edhi Setyawan , Pitoyo Hartono

  12. Using inverse learning for controlling bionic robotic fish with SMA actuators

    Article • MRS Advances, August 2022, Springer Science + Business Media

    Pitoyo Hartono

  13. Similarity Learning and Visualization with Siamese Topological Networks

    Article • April 2022, Research Square

    Pitoyo Hartono

  14. Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopathological images

    Article • Journal of Biomedical Informatics, September 2020, Elsevier

    Pitoyo Hartono

  15. Mixing Autoencoder With Classifier: Conceptual Data Visualization

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pitoyo Hartono

  16. Similarity maps and pairwise predictions for transmission dynamics of COVID-19 with neural networks

    Article • Informatics in Medicine Unlocked, January 2020, Elsevier

    Pitoyo Hartono

  17. topographical internal layers are good for hierarchical neural networks.

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, April 2019, IOS Press

    Pitoyo Hartono

  18. A new cancer classifier

    Article • Health Informatics Journal, December 2018, SAGE Publications

    Pitoyo Hartono

  19. Cumulative fuzzy class membership criterion decision-based classifier

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Pitoyo Hartono

  20. Pairwise elastic self-organizing maps

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Pitoyo Hartono

  21. Classification and dimensional reduction using restricted radial basis function networks

    Article • Neural Computing and Applications, November 2016, Springer Science + Business Media

    Pitoyo Hartono

  22. Learning-Regulated Context Relevant Topographical Map

    Article • IEEE Transactions on Neural Networks and Learning Systems, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Pitoyo Hartono

  23. The acquisition process of musical tonal schema: implications from connectionist modeling

    Article • Frontiers in Psychology, September 2015, Frontiers

    Pitoyo Hartono

  24. Automatic Playlist Generation from Self-Organizing Music Map

    Article • Journal of Signal Processing, January 2013, Research Institute of Signal Processing, Japan

    Pitoyo Hartono

  25. Computational Intelligence for Creating Autonomous Robots

    Article • January 2013, Springer Science + Business Media

    Pitoyo Hartono

  26. Adaptive Coupled Oscillators for Modular Robots

    Article • IEEJ Transactions on Electronics Information and Systems, January 2011, Institute of Electrical Engineers of Japan (IEE Japan)

    Pitoyo Hartono

  27. Fast reinforcement learning for simple physical robots

    Article • Memetic Computing, September 2009, Springer Science + Business Media

    Pitoyo Hartono

  28. Learning from imperfect data

    Article • Applied Soft Computing, January 2007, Elsevier

    Pitoyo Hartono

  29. EXTRACTING THE PRINCIPAL BEHAVIOR OF A PROBABILISTIC SUPERVISOR THROUGH NEURAL NETWORKS ENSEMBLE

    Article • International Journal of Neural Systems, June 2002, World Scientific Pub Co Pte Lt

    Pitoyo Hartono

  30. Sound database retrieved by sound

    Article • Acoustical Science and Technology, January 2002, Acoustical Society of Japan

    Pitoyo Hartono