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检索条件"机构=Knowledge and Data Engineering Group Computer Science Department"
1098 条 记 录,以下是181-190 订阅
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Cash Flow Forecasting Based on Wavelet Transform and Neural Networks
Cash Flow Forecasting Based on Wavelet Transform and Neural ...
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International Conference on computer science and engineering (UBMK)
作者: Zümra Söylen Farida Mammadova Mandana Fasounaki Ayşe İrem Özmen Gökhan İnce Department of Computer Engineering Istanbul Technical University İstanbul Türkiye R&D Department MDP Group İstanbul Türkiye Department of Computer Engineering & AI and Data Science Application and Research Center Istanbul Technical University İstanbul Türkiye
Cash flow forecasting is a critical task for businesses and financial institutions to ensure effective financial planning and decision-making. However, limited data availability poses a significant challenge when deve...
来源: 评论
Uncertainty-based Model Acceleration for Cancer Classification in Whole-Slide Images
Uncertainty-based Model Acceleration for Cancer Classificati...
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2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
作者: Gao, Zeyu Mao, Anyu Wu, Jialun Li, Yang Wang, Chunbao Ding, Caixia Gong, Tieliang Li, Chen Xi'an Jiaotong University School of Computer Science and Technology Xi'an China Xi'an Jiaotong University Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering Xi'an China The First Affiliated Hospital of Xi'an Jiaotong University Department of Pathology Xi'an China Shaanxi Provincial Cancer Hospital Department of Pathology Xi'an China
Computational Pathology (CPATH) offers the possibility for highly accurate and low-cost automated pathological diagnosis. However, the high time cost of model inference is one of the main issues limiting the applicati... 详细信息
来源: 评论
Hybrid Local Causal Discovery
arXiv
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arXiv 2024年
作者: Ling, Zhaolong Peng, Honghui Zhang, Yiwen Zhou, Peng Wu, Xingyu Yu, Kui Wu, Xindong School of Computer Science and Technology Anhui University Anhui Hefei230601 China School of Hong Kong Polytechnic University Department of Computing 999077 Hong Kong Key Laboratory of Knowledge Engineering with Big Data the Ministry of Education of China China School of Computer Science and Information Technology Hefei University of Technology Hefei230009 China
Local causal discovery aims to learn and distinguish the direct causes and effects of a target variable from observed data. Existing constraint-based local causal discovery methods use AND or OR rules in constructing ...
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Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm
arXiv
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arXiv 2023年
作者: Fazle Rabby Labib, S.M. Mondal, Joyanta Jyoti Manab, Meem Arafat Newaz, Sarfaraz Xiao, Xi School of Data and Sciences BRAC University Dhaka Bangladesh Department of Computer Science University of Delaware United States School of Law and Government Dublin City University Dublin Ireland Research Group Department of Computer Science and Engineering Bangladesh University of Engineering and Technology Dhaka Bangladesh Department of Computer Science College of Arts and Sciences University of Alabama Birmingham United States
The susceptibility of deep neural networks (DNNs) to adversarial attacks undermines their reliability across numerous applications, underscoring the necessity for an in-depth exploration of these vulnerabilities and t... 详细信息
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Motion Planning in Automated Vehicles Based on Hierarchical MPC
Motion Planning in Automated Vehicles Based on Hierarchical ...
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Advances in computer science, Electrical, Electronics, and Communication Technologies (CE2CT), International Conference on
作者: Pooja Kapila Pankaj Kumar Rahul Negi Bhupender Kumar Bharti Akash Punhani Suraj Singh Bisht Department of Artifical Intelligence & Data Science IIMT College of Engineering Department of Statistics Amity University Kolkata India Department of ECE Tula's Institute Dehradun India Department of Mechanical Engineering VMSB UTU Campus Pithoragarh India Department of Computer Science KIET Group of Institutions Noida India Department of ECE Bipin Tripathi Kumaon Institute of Technology Dwarahat Almora India
In this study, a thorough hierarchical control structure that supports autonomous decision-making that arises in autonomous systems and robots is proposed. Distinct state and decision/control sets are frequently used ... 详细信息
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Lightweight Authenticated Task Offloading in 6G-Cloud Vehicular Twin Networks
arXiv
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arXiv 2025年
作者: Al-Shareeda, Sarah Ozguner, Fusun Redmill, Keith Duong, Trung Q. Canberk, Berk Electrical and Computer Engineering Department The Ohio State University United States BTS Group Turkey Department of AI and Data Engineering Istanbul Technical University Turkey School of Electronics Electrical Engineering and Computer Science Queen’s University Belfast United Kingdom Faculty of Engineering and Applied Science Memorial University of Newfoundland St. John’sNL Canada School of Computing Engineering and The Built Environment Edinburgh Napier University United Kingdom
Task offloading management in 6G vehicular networks is crucial for maintaining network efficiency, particularly as vehicles generate substantial data. Integrating secure communication through authentication introduces... 详细信息
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Low-altitude Friendly-Jamming for Satellite-Maritime Communications via Generative AI-enabled Deep Reinforcement Learning
arXiv
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arXiv 2025年
作者: Huang, Jiawei Wang, Aimin Sun, Geng Li, Jiahui Wang, Jiacheng Niyato, Dusit Leung, Victor C.M. College of Computer Science and Technology Jilin University Changchun130012 China Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University Changchun130012 China College of Computer Science and Technology Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University Changchun130012 China College of Computing and Data Science Nanyang Technological University Singapore639798 Singapore Artificial Intelligence Research Institute Shenzhen MSU-BIT University Shenzhen518115 China College of Computer Science and Software Engineering Shenzhen University Shenzhen518060 China Department of Electrical and Computer Engineering The University of British Columbia VancouverV6T 1Z4 Canada
Low Earth Orbit (LEO) satellites can be used to assist maritime wireless communications for data transmission across wide-ranging areas. However, extensive coverage of LEO satellites, combined with openness of channel... 详细信息
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Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning
arXiv
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arXiv 2025年
作者: Sun, Geng Xiao, Jian Li, Jiahui Wang, Jiacheng Kang, Jiawen Niyato, Dusit Mao, Shiwen College of Computer Science and Technology Jilin University Changchun130012 China Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education Jilin University Changchun130012 China affiliated with the College of Computing and Data Science Nanyang Technological University Singapore639798 Singapore School of Computer Science and Engineering Nanyang Technological University Singapore639798 Singapore School of Automation Guangdong University of Technology Guangzhou510641 China Department of Electrical and Computer Engineering Auburn University AuburnAL36849-5201 United States
Unmanned aerial vehicles (UAVs) have emerged as the potential aerial base stations (BSs) to improve terrestrial communications. However, the limited onboard energy and antenna power of a UAV restrict its communication... 详细信息
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Deformable 3D/3D CT-to-digital-tomosynthesis image registration in image-guided bronchoscopy interventions
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computers in Biology and Medicine 2024年 171卷 108199-108199页
作者: Saad, Fatima Frysch, Robert Saalfeld, Sylvia Kellnberger, Stephan Schulz, Jessica Fahrig, Rebecca Bhadra, Krish Nürnberger, Andreas Rose, Georg Institute for Medical Engineering Otto-von-Guericke University Magdeburg Germany Forschungscampus STIMULATE Otto-von-Guericke University Magdeburg Germany Department of Simulation and Graphics Otto-von-Guericke University Magdeburg Germany Siemens Healthcare GmbH Forchheim Germany CHI Memorial Rees Skillern Cancer Institute Chattanooga United States Data and Knowledge Engineering Group Faculty of Computer Science Otto-von-Guericke University Magdeburg Germany
Traditional navigational bronchoscopy procedures rely on preprocedural computed tomography (CT) and intraoperative chest radiography and cone-beam CT (CBCT) to biopsy peripheral lung lesions. This navigational approac... 详细信息
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Dual skip connections minimize the false positive rate of lung nodule detection in CT images
arXiv
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arXiv 2021年
作者: Xu, Jiahua Ernst, Philipp Liu, Tung Lung Nürnberger, Andreas Data & Knowledge Engineering Group Faculty of Computer Science Otto von Guericke University Magdeburg Germany
Pulmonary cancer is one of the most commonly diagnosed and fatal cancers and is often diagnosed by incidental findings on computed tomography. Automated pulmonary nodule detection is an essential part of computer-aide... 详细信息
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