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A new method for learning pseudo-Boolean functions with applications in terrorists profiling PROCEEDINGS ARTICLE published in IEEE Conference on Cybernetics and Intelligent Systems, 2004. |
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Fuzzy clustering and iterative relational classification for terrorist profiling PROCEEDINGS ARTICLE published August 2008 in 2008 IEEE International Conference on Granular Computing |
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Learning Markov equivalence classes of Bayesian Network with immune genetic algorithm PROCEEDINGS ARTICLE published June 2008 in 2008 3rd IEEE Conference on Industrial Electronics and Applications |
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Learning on varifolds PROCEEDINGS ARTICLE published October 2008 in 2008 IEEE Workshop on Machine Learning for Signal Processing |
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Fine-Grained Opinion Extraction with Markov Logic Networks PROCEEDINGS ARTICLE published December 2015 in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) |
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A HITL-Integrated Machine Learning Approach to Secure Drone Networks for IIoT Applications PROCEEDINGS ARTICLE published 4 December 2023 in 2023 IEEE Globecom Workshops (GC Wkshps) |
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Graph Decoupling Attention Markov Networks for Semisupervised Graph Node Classification JOURNAL ARTICLE published December 2023 in IEEE Transactions on Neural Networks and Learning Systems Research funded by National Natural Science Foundation of China (62176059) | Shanghai Municipal Science and Technology Major Project (2018SHZDZX01) | National Key Research and Development Program of China (2018YFB1305104) |
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Predicting Secondary Equity Offerings (SEOs) Using Machine Learning PROCEEDINGS ARTICLE published December 2018 in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) |
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Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator PROCEEDINGS ARTICLE published December 2022 in 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) Research funded by National Natural Science Foundation of China (62102389) |
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A Machine Learning Based Attack in UAV Communication Networks PROCEEDINGS ARTICLE published September 2019 in 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall) |
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Markov Boundary-Based Outlier Mining JOURNAL ARTICLE published April 2019 in IEEE Transactions on Neural Networks and Learning Systems Research funded by National Key Research and Development Program of China (YF2150110007) | National Natural Science Foundation of China (GG2150110001,GG2150110029) | Fundamental Research Funds for Central Universities (PA2018GDQT0011) |
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An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks JOURNAL ARTICLE published January 2008 in IEEE Transactions on Neural Networks |
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Data Evaluation and Enhancement for Quality Improvement of Machine Learning JOURNAL ARTICLE published June 2021 in IEEE Transactions on Reliability Research funded by National Science Foundation (1852249) | National Security Agency (H98230-20-1-0417) | State Key Laboratory for Novel Software Technology in Nanjing University, China (KFKT2019A19) |
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Analysis of Memory Capacity for Deep Echo State Networks PROCEEDINGS ARTICLE published December 2018 in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) |
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Detection of Endoscope Withdrawal Time in Colonoscopy Videos PROCEEDINGS ARTICLE published December 2021 in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) |
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Hierarchically Federated Learning in Wireless Networks: D2D Consensus and Inter-Cell Aggregation JOURNAL ARTICLE published 2024 in IEEE Transactions on Machine Learning in Communications and Networking Research funded by Industrial Technology Basic Project of Ministry of Industry and Information Technology (TC220A04M) | Natural Science Foundation of China (62071445) | Anhui Provincial Natural Science Foundation (2308085J24) |
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Data Evaluation and Enhancement for Quality Improvement of Machine Learning PROCEEDINGS ARTICLE published December 2020 in 2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS) |
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An Empirical Study on Machine Learning Models for Wind Power Predictions PROCEEDINGS ARTICLE published December 2016 in 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) |
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MDL-based Hierarchical Clustering PROCEEDINGS ARTICLE published December 2015 in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) |
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An Empirical Comparison of Two Different Strategies to Automated Fault Detection: Machine Learning Versus Dynamic Analysis PROCEEDINGS ARTICLE published October 2019 in 2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) |