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检索条件"丛书名=Lecture notes in computer science,"
300226 条 记 录,以下是4921-4930 订阅
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Semantics-Preserved Distortion for Personal Privacy Protection in Information Management  33rd
Semantics-Preserved Distortion for Personal Privacy Protecti...
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33rd International Conference on Artificial Neural Networks and Machine Learning (ICANN)
作者: Li, Jiajia Yang, Lu Peng, Letian Zhang, Shitou Wang, Ping Li, Zuchao Zhao, Hai Wuhan Univ Sch Informat Management Wuhan Peoples R China NAAC Key Lab Archival Intelligent Dev & Serv Wuhan Peoples R China Wuhan Univ Sch Comp Sci Wuhan Peoples R China Univ Calif San Diego Comp Sci & Engn San Diego CA 92103 USA Shanghai Jiao Tong Univ Shanghai Peoples R China
In recent years, machine learning-particularly deep learning-has significantly impacted the field of information management. While several strategies have been proposed to restrict models from learning and memorizing ...
来源: 评论
A Preliminary Study to Examining Per-class Performance Bias via Robustness Distributions  1st
A Preliminary Study to Examining Per-class Performance Bias ...
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1st International Symposium on AI Verification (SAIV)
作者: Bosman, Annelot W. Muenz, Anna L. Hoos, Holger H. van Rijn, Jan N. Leiden Univ Leiden Inst Adv Comp Sci Leiden Netherlands Rhein Westfal TH Aachen Chair AI Methodol Aachen Germany Univ British Columbia Vancouver BC Canada
As neural networks are increasingly used in sensitive real-world applications, mitigating bias of classifiers is of crucial importance. One often-used approach to controlling quality in classification tasks is to ensu...
来源: 评论
Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning  28th
Inferring Metabolic States from Single Cell Transcriptomic D...
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28th Annual International Conference on Research in Computational Molecular Biology (RECOMB)
作者: Steach, Holly Viswanath, Siddharth He, Yixuan Zhang, Xitong Ivanova, Natalia Hirn, Matthew Perlmutter, Michael Krishnaswamy, Smita Yale Univ Dept Genet New Haven CT 06520 USA Yale Univ Dept Comp Sci New Haven CT 06520 USA Univ Oxford Dept Stat Oxford England Michigan State Univ Dept Computat Math Sci & Engn E Lansing MI 48824 USA Univ Georgia Dept Biochem & Mol Biol Athens GA 30602 USA Boise State Univ Dept Math Boise ID 83725 USA Boise State Univ Program Comp Boise ID 83725 USA Yale Univ Wu Tsai Inst New Haven CT 06520 USA Yale Univ Program Computat Biol & Bioinformat New Haven CT 06520 USA
The ability to measure gene expression at single-cell resolution has elevated our understanding of how biological features emerge from complex and interdependent networks at molecular, cellular, and tissue scales. As ...
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Explainable Hybrid Semi-parametric Model for Prediction of Power Generated by Wind Turbines  24th
Explainable Hybrid Semi-parametric Model for Prediction of P...
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24th International Conference on Computational science (ICCS)
作者: Gijon, Alfonso Eiraudo, Simone Manjavacas, Antonio Bottaccioli, Lorenzo Lanzini, Andrea Molina-Solana, Miguel Gomez-Romero, Juan Univ Granada Dept Comp Sci & AI Granada Spain Imperial Coll London Dept Comp London England Politecn Torino Energy Ctr Lab Turin Italy
The ever-growing sector of wind energy underscores the importance of optimizing turbine operations and ensuring their maintenance with early fault detection mechanisms. Existing empirical and physics-based models prov...
来源: 评论
Two Heads Are Better Than One: Teaching MLPs with Multiple Graph Neural Networks via Knowledge Distillation  29th
Two Heads Are Better Than One: Teaching MLPs with Multiple G...
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29th International Conference on Database Systems for Advanced Applications (DASFAA)
作者: Yang, Bo-Wei Chang, Ming-Yi Lui, Chia-Hsun Shen, Chih-Ya Natl Tsing Hua Univ Dept Comp Sci Hsinchu Taiwan Fu Jen Catholic Univ Dept Sociol Taipei Taiwan
Knowledge Distillation (KD) has been successfully applied to compress and accelerate Graph Neural Networks (GNNs) in recent years. Recently, KD has been adeptly applied to boost Multi-Layer Perceptrons (MLPs), enablin...
来源: 评论
Depression Detection Using Deep Learning and Natural Language Processing Techniques: A Comparative Study  26th
Depression Detection Using Deep Learning and Natural Languag...
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26th Iberoamerican Congress on Pattern Recognition (CIARP)
作者: Mesquita, Francisco Mauricio, Jose Marques, Goncalo Polytech Coimbra ISEC Rua Pedro Nunes P-3030199 Coimbra Portugal Polytech Coimbra ESTGOH Rua Gen Santos Costa P-3400124 Oliveira Dos Hospital Portugal
Depression is a frequently underestimated illness that significantly impacts a substantial number of individuals worldwide, making it a significant mental disorder. The world today lives fully connected, where more th...
来源: 评论
Q-Learning-Augmented Grant-Free NOMA for URLLC  9th
Q-Learning-Augmented Grant-Free NOMA for URLLC
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9th International Conference on Ubiquitous Networking (UNet)
作者: Oueslati, Ibtissem Habachi, Oussama Cances, Jean Pierre Meghdadi, Vahid Sabir, Essaid Xlim 123 Av Albert Thomas F-87000 Limoges France UCA 49 Bd Francois Mitterrand F-63000 Clermont Ferrand France TELUQ Dept Sci & Technol Montreal PQ H2S 3L4 Canada
Grant-Free (GF) Non-Orthogonal Multiple Access (GFNOMA) has emerged as a promising technology for 5G networks requiring Ultra-Reliable Low Latency Communications (URLLC). However, the grant-free nature of these transm...
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Towards Adaptive Multi-modal Augmentative and Alternative Communication for Children with CP  19th
Towards Adaptive Multi-modal Augmentative and Alternative Co...
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19th International Conference on computers Helping People with Special Needs (ICCHP)
作者: Zisman, Andrea Katz, Dmitri Bennasar, Mohamed Alrimawi, Faeq Price, Blaine Johnston, Anthony Open Univ Milton Keynes Bucks England Univ Limerik Limerick Ireland
Effective communication can pose significant challenges for nonverbal children with Cerebral Palsy (CP). Augmentative and Alternative Communication (AAC) systems help many but can fail to meet the needs of some users....
来源: 评论
Interactive Evolutionary Computation Improving Voice Impressions with Keeping Speaker Personality for Real-Time Speech  23rd
Interactive Evolutionary Computation Improving Voice Impress...
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23rd International Conference on computer Information Systems and Industrial Management (CISIM)
作者: Fukumoto, Makoto Fukushima, Yuta Miyamoto, Taichi Fukuoka Inst Technol Fukuoka 8110295 Japan Fukuoka Inst Technol Grad Sch Engn Fukuoka 8110295 Japan
Recently, we generally have meetings via the Internet. In this situation, we use background display to improve our impression of other members of the meetings. To improve the users' voice via the Internet, this st...
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On Bidirectional Deterministic Finite Automata  28th
On Bidirectional Deterministic Finite Automata
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28th International Conference on Implementation and Application of Automata (CIAA)
作者: Dieck, Simon Verwer, Sicco Delft Univ Technol Delft Netherlands
Bidirectional deterministic finite automata (biDFA) are a recent innovation with many potential applications. In this paper, we present novel theoretical results for bidirectional automata. We show that there exist re...
来源: 评论