成果/Result
- Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection被引量：141收藏
- 作者：Jin, Jing Wang, Zhiqiang Xu, Ren Liu, Chang Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Guger Technol OG;Skolkovo Inst Sci & Technol Skoltech;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Time measurement Training Task analysis Correlation Visualization Steady-state Linear programming Brain-computer interface(BCI) similarity measurement steady-state visual evoked potential (SSVEP) task-related component analysis (TRCA) time filter
- Dual-Teacher Network with SSIM Based Reverse Distillation for Anomaly Detection被引量：49收藏
- 作者：Li, Weihao Huang, Rongjin Wang, Zhanquan
- 机构： The College of Information Science and Engineering
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
- 关键词：Anomaly detection - Benchmarking - Image segmentation - Personnel training - Teaching
- Ada-TransGNN: An Air Quality Prediction Model Based On Adaptive Graph Convolutional Networks被引量：37收藏
- 作者：Wang, Dan Jiang, Feng Wang, Zhanquan
- 机构： School of Information Science and Engineering; School of Computer Science and Technology
- 来源：arXiv 2025
- 关键词：Air quality - Convolution - Data accuracy - Forecasting - Graph structures - Graph theory - Graphic methods - Learning systems - Prediction models - Structural optimization
- Ada-TransGNN: An Air Quality Prediction Model Based On Adaptive Graph Convolutional Networks被引量：37收藏
- 作者：Wang, Dan Jiang, Feng Wang, Zhanquan
- 机构： School of Information Science and Engineering; School of Computer Science and Technology
- 来源：Lecture Notes in Computer Science 2026
- 关键词：Air quality - Benchmarking - Convolution - Data accuracy - Data mining - Distributed computer systems - Forecasting - Graph structures - Graph theory - Graphic methods - Learning systems - Prediction models
- PAPR:Periodic Aware Spatial temporal Network for POI Recommendation被引量：33收藏
- 作者：Cai, Hongyu Wang, Zhanquan
- 机构： East China University of Science and Technology
- 来源：ICNC-FSKD 2023 - 2023 19th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery 2023
- 关键词：Complex networks - Location based services - Telecommunication services
- Time-Aware Attentional Knowledge Tracing based on Pre-training and Feature Extraction被引量：31收藏
- 作者：Tian, Yuxin Wang, Zhanquan
- 机构： East China University of Science and Technology
- 来源：Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023 2023
- 关键词：Deep learning - E-learning - Education computing - Extraction - Feature extraction - Forecasting - Informatization - Learning systems
- Spatiotemporal Multi-Graph Convolutional Network for Taxi Demand Prediction被引量：31收藏
- 作者：Hong, Genxuan Wang, Zhanquan Han, Taoli Ji, Hengming
- 机构： East China University of Science and Technology
- 来源：2021 11th International Conference on Information Science and Technology, ICIST 2021 2021
- 关键词：Forecasting - Taxicabs - Intelligent vehicle highway systems - Long short-term memory - Network coding - Decoding - Intelligent systems - Convolutional neural networks - Error correction - Convolution
- Parallel multi-graph convolution network for metro passenger volume prediction被引量：29收藏
- 作者：Gao, Fuchen Wang, Zhanquan Liu, Zhenguang
- 机构： College of Information Science and Engineering; College of Computer Science and Technology
- 来源：arXiv 2021
- 关键词：Complex networks - Convolutional neural networks - Deep learning - Flow graphs - Flow patterns - Forecasting - Intelligent systems - Subway stations
- Aspect-Level Sentiment Analysis Based on Disentangled Attention and Aspect Proximity Weights被引量：28收藏
- 作者：Chen, Jiangda Wang, Zhanquan
- 机构： Institute of Information Science and Engineering
- 来源：Chinese Control Conference, CCC 2023
- 关键词：Computational linguistics - Semantics
- An Anomaly Detection Algorithm Based on Multi-Scale Features and Positional Decay in Graph Neural Networks被引量：28收藏
- 作者：Li, Ping Wang, Zhanquan
- 机构： School of Information Science and Engineering
- 来源：2026 9th International Conference on Advanced Algorithms and Control Engineering, ICAACE 2026 2026
- 关键词：Decay (organic) - Graph algorithms - Graph neural networks - Message passing - Multilayer neural networks - Risk analysis - Risk assessment - Semantics - Signal detection
- STPSformer: Spatial-Temporal ProbSparse Transformer for Long-Term Traffic Flow Forecasting被引量：28收藏
- 作者：Lu, Jun Wang, Dan Wang, Zhanquan
- 机构： East China University of Science and Technology
- 来源：Proceedings of the International Joint Conference on Neural Networks 2024
- 关键词：Traffic control - Weather forecasting
- Research on Time Series Anomaly Detection Algorithm Based on Transformer Coupled with GAN被引量：26收藏
- 作者：Ye, Mengfei Wang, Zhanquan Li, Fei
- 机构： School of Information Science and Engineering
- 来源：2024 IEEE 12th International Conference on Information and Communication Networks, ICICN 2024 2024
- 关键词：Frequency domain analysis - Generative adversarial networks - Time series
- Light-weight AI and IoT collaboration for surveillance video pre-processing被引量：23收藏
- 作者：Liu, Yutong Kong, Linghe Chen, Guihai Xu, Fangqin Wang, Zhanquan
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;Shanghai Jianqiao Univ;East China Univ Sci & Technol
- 来源：JOURNAL OF SYSTEMS ARCHITECTURE 2021
- 关键词：Light-weight AI IoT collaboration Wireless surveillance system Dynamic background modelling Edge computing
- Traffic Flow Prediction Using Spatiotemporal Analysis and Encoder-Decoder Network被引量：23收藏
- 作者：Hong, Genxuan Wang, Zhanquan Gao, Fuchen Ji, Hengming
- 机构： College of Information Science and Engineering
- 来源：ACM International Conference Proceeding Series 2021
- 关键词：Brain - Forecasting - Network coding - Decoding
- Broad Learning System Based on Nonlinear Transformation and Feedback Adjustment被引量：23收藏
- 作者：Sun, Shuangyun Huang, Hexiao Wang, Zhanquan
- 机构： School of Information Science and Engineering; College of Science and Technology
- 来源：ACM International Conference Proceeding Series 2020
- 关键词：Mapping - Image segmentation - Face recognition
- Research on Algorithms of Positive and Negative Co-occurrence in Spatio-temporal Datasets被引量：22收藏
- 作者：Du, Jing Wang, Zhanquan Ye, Mengfei
- 机构： East China University of Science and Technology
- 来源：ICSAI 2022 - 8th International Conference on Systems and Informatics 2022
- 强化学习原理、算法及应用被引量：22收藏
- 作者：黄炳强 曹广益 王占全
- 机构：上海交通大学自动化系;华东理工大学计算机系
- 来源：《河北工业大学学报》 2006
- 关键词：强化学习 TD算法 Q-学习 R-学习
- 摘要：强化学习(ReinforcementLearningRL)是从动物学习理论发展而来的,它不需要有先验知识,通过不断与环境交互来获得知识,自主的进行动作选择,具有自主学习能力,在自主机器人行为学习中受到广泛重视.本文综述了...
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- Mixture of calibrated networks for domain generalization in brain tumor segmentation被引量：20收藏
- 作者：Hu, Jingyu Gu, Xiaojing Wang, Zhiqiang Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Domain generalization Brain tumor segmentation Convolutional neural network Model calibration
- CKNA: Kernel Hyperparameters Optimization Method for Group-Wise CNNs被引量：19收藏
- 作者：Huang, Rongjin Qu, Shifeng Yang, Hai Wang, Zhanquan
- 机构： Institute of Information Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
- 关键词：Image enhancement
- 基于决策树和大模型的个性化计算机实验教学探索与实践被引量：18收藏
- 作者：翟洁 李艳豪 孟天鑫 郭卫斌 王占全 李冬冬
- 机构：华东理工大学信息科学与工程学院
- 来源：《实验技术与管理》 2023
- 关键词：个性化教学 大模型 决策树 计算机实验教学
- 摘要：传统的计算机实验教学常受限于固定的实验内容和资源,难以满足不同学习者的个性化需求。而个性化教学由于对学习者群体进行能力评估的总体时间成本高、执行效率低,不易推行。针对上述问题,提出了一种基于决策树和大模型的学生能力评估模...
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- Geographical Entity Community Discovery Based on Semantic Similarity被引量：17收藏
- 作者：Yu, Miao Wang, Zhanquan Pang, Yajie Xu, Yesheng
- 机构： East China University of Science and Technology
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
- 关键词：Semantics
- 空间分类数据同位规则挖掘算法被引量：16收藏
- 作者：王占全 王申康 华成
- 机构：华东理工大学计算机科学与工程系;浙江大学计算机科学与技术学院
- 来源：《计算机辅助设计与图形学学报》 2005
- 关键词：空间同位 邻域 规则 分类数据
- 摘要：针对空间分类数据的特性,提出一种空间分类数据同位规则挖掘算法.利用空间关系定义数据挖掘中事务的概念,采用多层参与索引搜索空间同位规则,从而实现了对空间分类数据的有效处理.采用文中算法对杭州地区119火灾数据进行实验,并验...
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- QPSO-ELM: An evolutionary extreme learning machine based on quantum-behaved particle swarm optimization被引量：16收藏
- 作者：Yang, Zeping Wen, Xinxiu Wang, Zhanquan
- 机构： School of Information Science and Engineering; Department of Computer Science and Engineering
- 来源：2015 7th International Conference on Advanced Computational Intelligence, ICACI 2015 2015
- 关键词：Learning systems - Particle swarm optimization (PSO) - Knowledge acquisition - Neural networks - Swarm intelligence - Learning algorithms
- Research of mining algorithms for uncertain spatio-temporal co-occurrence pattern被引量：15收藏
- 作者：Wang, Zhanquan Lu, Bowen Ying, Fangli Kong, Man Tang, Minwei
- 机构： Academy of Information Science and Engineering
- 来源：2017 9th International Conference on Knowledge and Smart Technology: Crunching Information of Everything, KST 2017 2017
- 关键词：Filtration
- Fuzzy controller for the autonomous mobile robot path planning被引量：14收藏
- 作者：Huang, Bingqiang Cao, Guangyi Fei, Yanqiong Wang, Zhanquan
- 机构： School of Electronic; School of Mechanical Engineering; Department of Computer Science and Engineering
- 来源：Journal of Computational Information Systems 2007
- 关键词：Fuzzy control - Fuzzy logic - Motion planning - Navigation - Sonar
- Research on the algorithm of hadoop-based spatial-temporal outlier detection被引量：14收藏
- 作者：Yao, Lingling Wang, Zhanquan
- 机构： Institute of Information Science and Engineering
- 来源：Proceedings - 5th International Conference on Instrumentation and Measurement, Computer, Communication, and Control, IMCCC 2015 2015
- 关键词：Signal detection - Statistics - Big data - Data mining - Fault detection
- Research of Mining Algorithms for Uncertain Spatio-temporal Co-occurrence Pattern被引量：13收藏
- 作者：Wang, Zhanquan Lu, Bowen Ying, Fangli Kong, Man Tang, Minwei
- 机构：East China Univ Sci & Technol
- 来源：2017 9TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST) 2017
- 关键词：component Spatial Co-location Spatiotemporal Co-occurrence Uncertain data
- Mining K primary corridors from vehicle GPS trajectories on a road network based on traffic flow被引量：13收藏
- 作者：Yu, Jiechao Wang, Zhanquan Lu, Bowen Sun, Haoran
- 机构： Academy of Information Science and Engineering
- 来源：Proceedings of the 13th IEEE Conference on Industrial Electronics and Applications, ICIEA 2018 2018
- 关键词：Computational complexity - Taxicabs - Complex networks - Data mining - Roads and streets - Motor transportation
- A community partitioning algorithm based on network enhancement被引量：13收藏
- 作者：Hu, Junjie Wang, Zhanquan Chen, Jiequan Dai, Yonghui
- 机构：East China Univ Sci & Technol;Shanghai Univ Int Business & Econ
- 来源：CONNECTION SCIENCE 2021
- 关键词：Community partitioning network enhancement graph convolution connectivity symmetric doubly stochastic matrix
- Research on Credit Scoring Based on Transformer-CatBoost Network Structure被引量：13收藏
- 作者：Zhang, Zhengyuan Wang, Zhanquan
- 机构： School of IntOrmation Science and Engineering
- 来源：ICEIEC 2022 - Proceedings of 2022 IEEE 12th International Conference on Electronics Information and Emergency Communication 2022
- 关键词：Deep learning - Learning systems - Risk assessment - Supervised learning
