Research output per year
Research output per year
Search results
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2025
DFNO: Detecting Fuzzy Neighborhood Outliers
Yuan, Z., Hu, P., Chen, H., Chen, Y. & Li, Q., 1 Jan 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 1, p. 200-209 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data
Chen, B., Yuan, Z., Peng, D., Chen, X., Chen, H. & Chen, Y., 1 Feb 2025, In: Information Sciences. 690, p. 1-17 17 p., 121566.Research output: Contribution to journal › Article › peer-review
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Online Sparse Representation Clustering for Evolving Data Streams
Chen, J., Yang, S., Fahy, C., Wang, Z., Guo, Y. & Chen, Y., Jan 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 1, p. 525-539 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2024
Adaptive Masked Autoencoder Transformer for image classification
Chen, X., Liu, C., Hu, P., Lin, J., Gong, Y., Chen, Y., Peng, D. & Geng, X., 1 Oct 2024, In: Applied Soft Computing. 164, p. 1-10 10 p., 111958.Research output: Contribution to journal › Article › peer-review
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Detecting anomalies with granular-ball fuzzy rough sets
Su, X., Yuan, Z., Chen, B., Peng, D., Chen, H. & Chen, Y., 1 Sept 2024, In: Information Sciences. 678, p. 1-15 15 p., 121016.Research output: Contribution to journal › Article › peer-review
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DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels
Liu, H., Ma, Y., Yan, M., Chen, Y., Peng, D. & Wang, X., 24 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 4 ed. Washington, DC: AAAI Press/International Joint Conferences on Artificial Intelligence, Vol. 38. p. 3612-3620 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Dual Self-Paced Cross-Modal Hashing
Sun, Y., Dai, J., Ren, Z., Chen, Y., Peng, D. & Hu, P., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 14 ed. Washington, DC: AAAI Press/International Joint Conferences on Artificial Intelligence, Vol. 38. p. 15184-15192 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Evolving filter criteria for randomly initialized network pruning in image classification
Chen, X., Liu, C., Hu, P., Lin, J., Gong, Y., Chen, Y., Peng, D. & Geng, X., 14 Aug 2024, In: Neurocomputing. 594, 22 p., 127872.Research output: Contribution to journal › Article › peer-review
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Granular-ball computing guided anomaly detection for hybrid attribute data
Su, X., Wang, X., Peng, D., Chen, H., Chen, Y. & Yuan, Z., 3 Nov 2024, (E-pub ahead of print) In: International Journal of Machine Learning and Cybernetics. 16 p.Research output: Contribution to journal › Article › peer-review
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Look before you leap: Detecting phishing web pages by exploiting raw URL and HTML characteristics
Opara, C., Chen, Y. & Wei, B., 1 Feb 2024, In: Expert Systems with Applications. 236, 121183.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Noisy-Correspondence Learning for Text-to-Image Person Re-identification
Qin, Y., Chen, Y., Peng, D., Peng, X., Zhou, J. T. & Hu, P., 17 Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Piscataway, US: IEEE, p. 27197-27206 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Spectral Embedding Fusion for Incomplete Multiview Clustering
Chen, J., Chen, Y., Wang, Z., Zhang, H. & Peng, X., 4 Jul 2024, In: IEEE Transactions on Image Processing. 33, p. 4116-4130 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Underdetermined Blind Signal Separation with Smooth Approximation Function for Insufficiently Sparse Sources
Li, Y., Peng, D., Xiang, Y., Chen, Y. & Tao, Q., 13 Dec 2024, (E-pub ahead of print) In: Circuits, Systems, and Signal Processing. 24 p., 109950.Research output: Contribution to journal › Article › peer-review
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2020
HTMLPhish: Enabling Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis
Opara, C., Wei, B. & Chen, Y., Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN 2020). Piscataway: IEEE, p. 6906-6913 8 p. (Neural Networks (IJCNN)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
2018
Incorporating Inference into Online Planning in Multiagent Settings
Chen, Y., Doshi, P., Tang, J. & Pan, Y., 1 Jan 2018, Interactions In Multiagent Systems. World Scientific, p. 229-264 36 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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2017
Decision-Theoretic Planning under Anonymity in Agent Populations
Sonu, E., Chen, Y. & Doshi, P., 29 Aug 2017, In: Journal of Artificial Intelligence Research. 59, p. 725-770 46 p.Research output: Contribution to journal › Article › peer-review
Open Access -
On Markov Games Played by Bayesian and Boundedly-Rational Players
Chandrasekaran, M., Chen, Y. & Doshi, P., 10 Feb 2017, In: Proceedings of the AAAI Conference on Artificial Intelligence. 31, 1, p. 437-443Research output: Contribution to journal › Conference article › peer-review
Open Access -
2016
Bayesian Markov Games with Explicit Finite-Level Types
Chandrasekaran, M., Chen, Y. & Doshi, P., 5 Mar 2016, In: Proceedings of the AAAI Conference on Artificial Intelligence. 30, 1, p. 4198-4199 2 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Interactive dynamic influence diagrams for relational agents
Pan, Y., Chen, Y., Tang, J. & Zeng, Y., 2 Feb 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. IEEE, p. 233-234 2 p. 7397467. (Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2015
Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs
Sonu, E., Chen, Y. & Doshi, P., 8 Apr 2015, In: Proceedings of the International Conference on Automated Planning and Scheduling. 25, p. 202-210 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees
Chen, Y., Doshi, P. & Zeng, Y., 2015Research output: Other contribution › peer-review
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Speeding up Planning in Multiagent Settings Using CPU-GPU Architectures
Adoe, F., Chen, Y. & Doshi, P., 2015, AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2015. Vol. 9494. p. 262-283 (Lecture Notes in Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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2014
Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams
Chandrasekaran, M., Doshi, P., Zeng, Y. & Chen, Y., 2014Research output: Other contribution › peer-review
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2012
Active Learning of Markov Decision Processes for System Verification
Chen, Y. & Nielsen, T. D., 2012Research output: Other contribution › peer-review
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Learning Markov models for stationary system behaviors
Chen, Y., Mao, H., Jaeger, M., Nielsen, T. D., Guldstrand Larsen, K. & Nielsen, B., 27 Mar 2012, NASA Formal Methods: 4th International Symposium, NFM 2012, Norfolk, VA, USA, April 3-5, 2012, Proceedings. Goodloe, A. E. & Person, S. (eds.). Berlin, Germany: Springer, p. 216-230 15 p. (Lecture Notes in Computer Science; vol. 7226).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2011
Learning probabilistic automata for model checking
Mao, H., Chen, Y., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2011, Proceedings of the 2011 8th International Conference on Quantitative Evaluation of Systems, QEST 2011. p. 111-120 10 p. 6042035. (Proceedings of the 2011 8th International Conference on Quantitative Evaluation of Systems, QEST 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review