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检索条件"机构=College of Data Science and Software Engineering"
992 条 记 录,以下是151-160 订阅
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Multiobjective Many-Tasking Evolutionary Optimization using Diversified Gaussian-Based Knowledge Transfer
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IEEE Transactions on Evolutionary Computation 2024年
作者: Lin, Qiuzhen Wang, Qianhui Chen, Baihao Ye, Yulong Ma, Lijia Tan, Kay Chen Shenzhen University College of Computer Science and Software Engineering Shenzhen518060 China The Hong Kong Polytechnic University Department of Data Science and Artificial Intelligence Hong Kong Hong Kong
Multiobjective multitasking evolutionary algorithms have shown promising performance for tackling a set of multiobjective optimization tasks simultaneously, as the optimization experience gained within one task can be... 详细信息
来源: 评论
Fuzzy Deduplication Scheme Supporting Pre-verification of Label Consistency  17th
Fuzzy Deduplication Scheme Supporting Pre-verification of L...
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17th International Conference on Provable and Practical Security, ProvSec 2023
作者: Tang, Zehui Zeng, Shengke Li, Tao Cheng, Shuai Zheng, Haoyu School of Computer and Software Engineering Xihua University Chengdu610039 China State Key Laboratory of Public Big Data College of Computer Science and Technology Guizhou University Guiyang550025 China School of Computer Science Qufu Normal University Rizhao276825 China
Efficiently and securely removing encrypted redundant data with cross-user in the cloud is challenging. Convergent Encryption (CE) is difficult to resist dictionary attacks for its deterministic tag. Server-aided mech... 详细信息
来源: 评论
Life Expectancy Prediction Based on Particle Swarm Optimization Support Vector Machine Regression
Life Expectancy Prediction Based on Particle Swarm Optimizat...
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Electrical engineering, Big data and Algorithms (EEBDA), IEEE International Conference on
作者: Zhaodong Guo Yuanxi Que Xiang Li College of Artificial Intelligence and Data Science Hebei University of Technology Tianjin China College of Computer Science & Software Engineering Shenzhen University Shenzhen China College of Computer Science Nankai University Tianjin China
This study delves into the application of Particle Swarm Optimization (PSO) algorithms in the parameter optimization of Support Vector Regression (SVR) models to enhance the accuracy of predicted average life expectan...
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Fuzzy Neural Network Sliding-Mode Control with Actor-Critic for a Class of Robot Systems  10
Fuzzy Neural Network Sliding-Mode Control with Actor-Critic ...
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10th International Conference on Orange Technology, ICOT 2022
作者: Hung, Lon-Chen Wei, Chun-Cheng Chen, Hung-Jen Yang, Chih-Fu Cheng, Wei-Min Lunghwa University of Science and Technology Department of Electronic Engineering Taiwan School of Software and Big Data Changzhou College of Information Technology China Lunghwa University of Science and Technology Department of Computer Information and Network Engineering China
In this article, a robust fuzzy RBF neural network sliding-mode control with actor-critic for a class of robot systems. Trajectory tracking control of robotic systems has favorable performance for tracking control. Th... 详细信息
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Tree Regularization for Visual Explanations of Cancer Cell Classification
Tree Regularization for Visual Explanations of Cancer Cell C...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Muhammad Umair Raza Jie Chen Li Wang Adil Nawaz Victor C.M. Leung Jianqiang Li College of Computer Science and Software Engineering Shenzhen University China National Engineering Laboratory for Big Data System Computing Technology Shenzhen University China
The challenge of interpretability remains a significant barrier to adopting deep neural networks in healthcare domains. Although tree regularization aims to align a deep neural network’s decisions with a single axis-... 详细信息
来源: 评论
Diversified Sequential Recommendation via Evolutionary Multi-Objective Transfer Optimization
Diversified Sequential Recommendation via Evolutionary Multi...
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Artificial Intelligence (CAI), IEEE Conference on
作者: Wei Zhou Xiaolong Luo Hongyue Bao Zexuan Zhu National Engineering Laboratory for Big Data System Computing Technology Shenzhen University China College of Computer Science and Software Engineering Shenzhen University China
Sequential Recommendation (SR) intends to model user interests based on historical behavior sequences and suggest the next item. Most existing sequential models primarily focus on learning users’ preferences on the r... 详细信息
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Sparse Aggregation-Based Channel Estimation For Massive Mimo Systems With Decentralized Baseband Processing  48
Sparse Aggregation-Based Channel Estimation For Massive Mimo...
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48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023
作者: Xu, Yanqing Song, Enbin Shi, Qingjiang Chang, Tsung-Hui The Chinese University of Hong Kong School of Science & Engineering Shenzhen518172 China Shenzhen Research Institute of Big Data Shenzhen518172 China Sichuan University College of Mathematics Chengdu610064 China Tongji University School of Software Engineering Shanghai201804 China
To cope with the bottlenecks of the high computational complexity and excessive inter-connection communication in the conventional centralized baseband processing architecture, the decentralized baseband processing (D... 详细信息
来源: 评论
An Energy-Aware UAVs Path Coverage for Critical Infrastructure Inspections  12
An Energy-Aware UAVs Path Coverage for Critical Infrastructu...
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12th International Conference on Advanced Cloud and Big data, CBD 2024
作者: Wang, Yifan Zeng, Wei Li, Guanyu Xiong, Chenglong Wang, Zicheng Mao, Yingchi College of Computer Science and Software Engineering Hohai University Nanjing China Hohai University Key Laboratory of Water Big Data Technology of Ministry of Water Resources Nanjing China Huaneng Lancang River Hydropower Co. CHINA HUANENG Group Kunming China Power China Kunming Engineering Co. Yunnan China
Critical infrastructures increasingly rely on unmanned aerial vehicles (UAVs) for inspection tasks. The significance of different components within these infrastructures is subject to variability and can be influenced... 详细信息
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Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks  38
Model LEGO: Creating Models Like Disassembling and Assemblin...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Hu, Jiacong Gao, Jing Ye, Jingwen Gao, Yang Wang, Xingen Feng, Zunlei Song, Mingli College of Computer Science and Technology Zhejiang University China Robotics Institute School of Computer Science Carnegie Mellon University United States Electrical and Computer Engineering National University of Singapore Singapore School of Software Technology Zhejiang University China State Key Laboratory of Blockchain and Data Security Zhejiang University China Institute of Blockchain and Data Security China Bangsheng Technology Co. Ltd. China
With the rapid development of deep learning, the increasing complexity and scale of parameters make training a new model increasingly resource-intensive. In this paper, we start from the classic convolutional neural n...
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Hierarchical Crowdsourcing for data Labeling with Heterogeneous Crowd  39
Hierarchical Crowdsourcing for Data Labeling with Heterogene...
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39th IEEE International Conference on data engineering, ICDE 2023
作者: Zhang, Haodi Huang, Wenxi Su, Zhenhan Chen, Junyang Jiang, Di Fan, Lixin Zhang, Chen Lian, Defu Wu, Kaishun Shenzhen University College of Computer Science and Software Engineering China Shenzhen University WeBank Institute of Financial Technology China Webank Co. Ltd. China Hong Kong Polytechnic University Department of Computing Hong Kong University of Science and Technology of China School of Data Science China
With the rapid and continuous development of data-driven technologies such as supervised learning, high-quality labeled data sets are commonly required by many applications. Due to the easiness of crowdsourcing small ... 详细信息
来源: 评论