Research output per year
Research output per year
- 1 - 50 out of 269 results
Search results
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2024
Boosting Reinforcement Learning Algorithms in Continuous Robotic Reaching Tasks using Adaptive Potential Functions
Chen, Y., Schomaker, L. & Cruz, F., 7-Feb-2024, arXiv, 8 p.Research output: Working paper › Preprint › Academic
File42 Downloads (Pure) -
Conduction mechanisms in a planar nanocomposite resistive switching device based on cluster-assembled Au/ZrOx films
Cipollini, D., Profumo, F., Schomaker, L., Milani, P. & Borghi, F., 2024, In: Frontiers in Materials. 11, 11 p., 1385792.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile37 Downloads (Pure) -
Learning to Walk With Deep Reinforcement Learning: Forward Dynamic Simulation of a Physics-Based Musculoskeletal Model of an Osseointegrated Transfemoral Amputee: Forward Dynamic Simulation of a Physics-Based Musculoskeletal Model of an Osseointegrated Transfemoral Amputee
Ogum, B., Schomaker, L. & Carloni, R., 10-Jan-2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 431-441 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile53 Downloads (Pure) -
Modeling a domain wall network in BiFeO3 with stochastic geometry and entropy-based similarity measure
Cipollini, D., Swierstra, A. & Schomaker, L., 23-Jan-2024, In: Frontiers in Materials. 11, 12 p., 1323153.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)57 Downloads (Pure) -
Optimizing and interpreting the latent space of the conditional text-to-image GANs
Zhang, Z. & Schomaker, L., 1-Feb-2024, In: Neural Computing and Applications. 36, 5, p. 2549–2572 25 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)52 Downloads (Pure) -
Pattern Recognition Techniques in Image-Based Material Classification of Ancient Manuscripts
Dhali, M. A., Reynolds, T., Alizadeh, A. Z., Nijdam, S. H. & Schomaker, L., 22-Feb-2024, Lecture Notes in Computer Science: Pattern Recognition Applications and Methods. Switzerland: Springer, Vol. 14547. p. 124–150 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Performance Analysis of Handwritten Text Augmentation on Style-Based Dating of Historical Documents
Koopmans, L., Dhali, M. A. & Schomaker, L., 4-Apr-2024, In: SN Computer Science. 5, 17 p., 397.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile41 Downloads (Pure) -
Predicting maintenance costs of an IT system using artificial intelligence models
Bosch, N., Okafor, E., Vriens, M. & Schomaker, L., 1-Jun-2024, In: Applied Marketing Analytics. 10, 1, p. 68-76 9 p.Research output: Contribution to journal › Article › Academic › peer-review
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Thermodynamic and algorithmic efficiency in heterogeneous networks
Cipollini, D. & Schomaker, L., 27-Apr-2024, (Submitted) arXiv, 19 p.Research output: Working paper › Preprint › Academic
File9 Downloads (Pure) -
2023
Conduction and entropy analysis of a mixed memristor-resistor model for neuromorphic networks
Cipollini, D. & Schomaker, L., 14-Jul-2023, In: Neuromorphic computing and engineering. 3, 3, 12 p., acd6b3.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)35 Downloads (Pure) -
Correction to: A Limited-size ensemble of homogeneous CNN/LSTMS for high-performance word classification
Ameryan, M. & Schomaker, L., Aug-2023, In: Neural Computing and Applications. 35, p. 20443–20444 2 p.Research output: Contribution to journal › Erratum
Open AccessFile33 Downloads (Pure) -
Ferroelastic Domain Walls in BiFeO3 as Memristive Networks
Rieck, J. L., Cipollini, D., Salverda, M., Quinteros, C. P., Schomaker, L. R. B. & Noheda, B., Jan-2023, In: Advanced Intelligent Systems. 5, 1, 9 p., 2200292.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile63 Downloads (Pure) -
Fusion-S2iGan: An Efficient and Effective Single-Stage Framework for Speech-to-Image Generation
Zhang, Z. & Schomaker, L., 17-May-2023, arXiv, 14 p.Research output: Working paper › Preprint › Academic
File35 Downloads (Pure) -
How to limit label dissipation in neural-network validation: Exploring label-free early-stopping heuristics
Ameryan, M. & Schomaker, L., 1-Jun-2023, In: Journal on Computing and Cultural Heritage. 16, 1, p. 1-20 20 p., 2.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)71 Downloads (Pure) -
Image-Based Material Analysis of Ancient Historical Documents
Reynolds, T., Dhali, M. & Schomaker, L., 2023, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM. Lisbon, Portugal: SciTePress, Vol. 1. p. 697-706 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Citation (Scopus)49 Downloads (Pure) -
Multiple Subgoals-guided Hierarchical Learning in Robot Navigation
Luo, S. & Schomaker, L., 18-Jan-2023, 2022 IEEE International Conference on Robotics and Biomimetics, ROBIO 2022. Institute of Electrical and Electronics Engineers Inc., p. 9-14 6 p. (2022 IEEE International Conference on Robotics and Biomimetics, ROBIO 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile69 Downloads (Pure) -
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction
Wenniger, G. M. D. B., Dongen, T. V. & Schomaker, L., 15-Aug-2023, (Submitted) arXiv, 26 p.Research output: Working paper › Preprint › Academic
File43 Downloads (Pure) -
Non-linear adaptive control inspired by neuromuscular systems
Schomaker, L., Timmermans, J. & Banerjee, T., 8-Jun-2023, In: Bioinspiration & biomimetics. 18, 4, 32 p., 046015.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)76 Downloads (Pure) -
OrganelX web server for sub-peroxisomal and sub-mitochondrial protein localization and peroxisomal target signal detection
Anteghini, M., Haja, A., Martins Dos Santos, V. A. P., Schomaker, L. & Saccenti, E., 2023, In: Computational and Structural Biotechnology Journal. 21, p. 128-133 6 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)99 Downloads (Pure) -
Organoids Segmentation using Self-Supervised Learning: How Complex Should the Pretext Task Be?
Haja, A., van der Woude, B. & Schomaker, L., 9-Nov-2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. ACM Press Digital Library, p. 17-27 11 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile23 Downloads (Pure) -
Reinforcement learning in robotic motion planning by combined experience-based planning and self-imitation learning
Luo, S. & Schomaker, L., Dec-2023, In: Robotics and Autonomous Systems. 170, 14 p., 104545.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)56 Downloads (Pure) -
Segmentation Of Organoid Cultures Images Using Diffusion Networks with Triplet Loss
Haja, A., Zhelev, I. & Schomaker, L., 9-Nov-2023, Proceedings of 2023 10th International Conference on Biomedical and Bioinformatics Engineering (ICBBE 2023). ACM Press, p. 1-10 10 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile34 Downloads (Pure) -
Self-Supervised Versus Supervised Training for Segmentation of Organoid Images
Haja, A., Brouwer, E. & Schomaker, L., 19-Nov-2023, (Submitted) arXiv, 16 p.Research output: Working paper › Preprint › Academic
File39 Downloads (Pure) -
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts
Koopmans, L., Dhali, M. & Schomaker, L., 2023, Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM. Lisbon, Portugal: SciTePress, Vol. 1. p. 124-135 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Citation (Scopus)69 Downloads (Pure) -
Towards automatization of organoid analysis: A deep learning approach to localize and quantify organoid images
Haja, A., Horcas-Nieto, J. M., Bakker, B. M. & Schomaker, L., Jan-2023, In: Computer Methods and Programs in Biomedicine Update. 3, 5 p., 100101.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)157393 Downloads (Pure) -
2022
A Comparison of Different U-Net Models for Segmentation of Overlapping Organoids
Haja, A., Radu, S. & Schomaker, L., 10-Nov-2022, ICBBE 2022: Proceeding of 2022 9th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 1-10 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile66 Downloads (Pure) -
Active Learning for Reducing Labeling Effort in Text Classification Tasks
Jacobs, P. F., Maillette De Buy Wenniger, G., Wiering, M. & Schomaker, L., 1-Jan-2022, 33rd Benelux Conference on Artificial Intelligence, BNAIC/Benelearn 2021: Esch-sur-Alzette, Luxembourg, November 10–12, 2021, Revised Selected Papers. Leiva , L. A., Pruski , C., Markovich , R., Najjar , A. & Schommer , C. (eds.). Springer Verlag, p. 3-29 27 p. (Artificial Intelligence and Machine Learning; vol. 1530).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Citations (Scopus)724 Downloads (Pure) -
Combined QM-ML Approach to Accelerate Photodynamics Simulation with High Robustness
Chen, P.-H., Carmona-Garcia, J., Schomaker, L. & Roca-Sanjuán, D., 21-Jun-2022. 1 p.Research output: Contribution to conference › Poster › Academic
Open AccessFile120 Downloads (Pure) -
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation
Zhang, Z. & Schomaker, L., 7-Feb-2022, In: Neurocomputing. 473, p. 182-198Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile15 Citations (Scopus)85 Downloads (Pure) -
From Data To Control: Learning an HVAC Control Policy
de Wit, B., Schomaker, L. & Broekhuizen, J., 21-May-2022, CLIMA 2022 The 14th REHVA HVAC World Congress.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile40 Downloads (Pure) -
IMU-Based Classification of Locomotion Modes, Transitions, and Gait Phases with Convolutional Recurrent Neural Networks
Marcos Mazon, D., Groefsema, M., Schomaker, L. & Carloni, R., 16-Nov-2022, In: Sensors. 22, 20 p., 8871.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Citations (Scopus)77 Downloads (Pure) -
Optimized latent-code selection for explainable conditional text-to-image GANs
Zhang, Z. & Schomaker, L., 30-Sept-2022, 2022 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-9Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)58 Downloads (Pure) -
PO-631-03 DEEP LEARNING FOR THE IDENTIFICATION OF PATIENTS WITH A HIGH RISK FOR IDIOPATHIC VENTRICULAR FIBRILLATION
Bleijendaal, H., Boersma, J., Lopes, R. R., Van Der Ree, M. H., Meijborg, V. M. F., Amin, A. S., Winter, M. M., Marquering, H., Schomaker, L., Zwinderman, A. H., Pinto, Y. M., Wilde, A. A. M. & Postema, P. G., 1-May-2022, In: Heart Rhythm. 19, 5, Supplement, p. S168-S169Research output: Contribution to journal › Meeting Abstract › Academic
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Semantic Preserving Siamese Autoencoder for Binary Quantization of Word Embeddings
Mostard, W., Schomaker, L. & Wiering, M., 8-Mar-2022, NLPIR 2021: 2021 5th International Conference on Natural Language Processing and Information Retrieval (NLPIR). ACM Press, p. 30-38Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile135 Downloads (Pure) -
2021
Active learning for reducing labeling effort in text classification tasks
Jacobs, P. F., Wenniger, G. M. D. B., Wiering, M. & Schomaker, L., 10-Sept-2021, arXiv, (ArXiv).Research output: Working paper › Preprint › Academic
File80 Downloads (Pure) -
A Fully Automated End-to-End Process for Fluorescence Microscopy Images of Yeast Cells: From Segmentation to Detection and Classification
Haja, A. & Schomaker, L. R. B., 15-Aug-2021, Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021): Medical Imaging and Computer-Aided Diagnosis. Su, R., Zhang, Y.-D. & Liu, H. (eds.). Singapore: Springer, p. 37-46 10 p. (Lecture Notes in Electrical Engineering; vol. 784).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)47 Downloads (Pure) -
A high-performance word recognition system for the biological fieldnotes of the Natuurkundige Commissie
Ameryan, M. & Schomaker, L., 13-Feb-2021, Collect and Connect: Archives and Collections in a Digital Age 2020. Weber, A., Heerlien, M., Gassó Miracle, E. & Wolstencroft, K. (eds.). CEUR-WS.org, p. 92-103 12 p. (CEUR Workshop Proceedings; vol. 2810).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile58 Downloads (Pure) -
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification
Ameryan, M. & Schomaker, L., Jul-2021, In: Neural Computing and Applications. 33, p. 8615–8634Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Citations (Scopus)231 Downloads (Pure) -
An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning
Chen, Y., Schomaker, L. & Wiering, M., 10-Feb-2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence. Rocha, A. P., Steels, L. & van den Herik , J. (eds.). SciTePress, Vol. 2. p. 107-118 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access9 Citations (Scopus) -
Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa)
Popović, M., Dhali, M. A. & Schomaker, L., 2021, In: PLoS ONE. 16, 4, 28 p., e0249769.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile25 Citations (Scopus)327 Downloads (Pure) -
CentroidNetV2: A hybrid deep neural network for small-object segmentation and counting
Dijkstra, K., van de Loosdrecht, J., Atsma, W. A., Schomaker, L. R. B. & Wiering, M. A., 29-Jan-2021, In: Neurocomputing. 423, p. 490-505 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Citations (Scopus)700 Downloads (Pure) -
CT-Net: Cascade T-shape deep fusion networks for document binarization
He, S. & Schomaker, L., Oct-2021, In: Pattern recognition. 118, 108010.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Scopus)140 Downloads (Pure) -
DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation
Zhang, Z. & Schomaker, L., 20-Sept-2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile20 Citations (Scopus)71 Downloads (Pure) -
GR-RNN: Global-context residual recurrent neural networks for writer identification
He, S. & Schomaker, L., Sept-2021, In: Pattern recognition. 117, 10 p., 107975.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile40 Citations (Scopus)58 Downloads (Pure) -
Lifelong Learning for Text Retrieval and Recognition in Historical Handwritten Document Collections
Schomaker, L., 2021, Handwritten Historical Document Analysis, Recognition, and Retrieval — State of the Art and Future Trends: Series in Machine Perception and Artificial Intelligence. Fischer, A., Liwicki, M. & Ingold, R. (eds.). World Scientific Publishing, Vol. 89. p. 221-248 (Series in Machine Perception and Artificial Intelligence; vol. 89).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile91 Downloads (Pure) -
Recognizing Bengali Word Images - A Zero-Shot Learning Perspective
Chanda, S., Haitink, D., Prasad, P. K., Baas, J., Pal, U. & Schomaker, L., 5-May-2021, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, p. 5603-5610 8 p. 9412607Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)197 Downloads (Pure) -
Reinforcement Learning with Potential Functions Trained to Discriminate Good and Bad States
Chen, Y., Kasaei, H., Schomaker, L. & Wiering, M., 22-Jul-2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-7 7 p. 9533682Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile174 Downloads (Pure) -
Self-Imitation Learning by Planning
Luo, S., Kasaei, H. & Schomaker, L., 18-Oct-2021, 2021 IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 4823-4829Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile12 Citations (Scopus)197 Downloads (Pure) -
Two-stage visual navigation by deep neural networks and multi-goal reinforcement learning
Shantia, A., Timmers, R., Chong, Y., Kuiper, C., Bidoia, F., Schomaker, L. & Wiering, M., Apr-2021, In: Robotics and Autonomous Systems. 138, 103731.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Scopus)405 Downloads (Pure) -
2020
Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning
Luo, S., Kasaei, H. & Schomaker, L., Jul-2020, Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p. 9207427Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic
Open AccessFile31 Citations (Scopus)301 Downloads (Pure)