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Journal of Computer Science & Technology 2023年第3期38卷 471-472页

作者：胡事民 Amit Bermano 胡瑞珍 Department of Computer Science and Technology Tsinghua UniversityBeijing Blavatnik School of Computer Science Tel Aviv UniversityTel Aviv College of Computer Science and Software Engineering Shenzhen University Shenzhen

The Computational Visual Media(CVM)conference series is intended to provide a major international forum for exchanging novel research ideas and significant computational methods that either underpin or apply visual *** primary goal is to promote cross-disciplinary research to amalgamate aspects of computer graphics,computer vision,machine learning,image and video processing,visualization,and geometric *** main topics of interest to CVM include classification,composition,retrieval,synthesis,cognition,and understanding of visual media(e.g.,images,video,3D geometry).

关键词： computer graphics visual

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A genetic algorithm based auto-encoder based approach for intrusion detection system

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AIP conference Proceedings 2023年第1期2977卷

作者： Noor A. Mahdi Zainab S. Idan Ali J. Ramadhan Department of Computer Engineering College of Engineering Imam Reza International University Mashhad Iran Department of Computer Techniques Engineering College of Technical Engineering University of Alkafeel Najaf Iraq

The purpose of intrusion detection systems is to improve software and system security. The challenge of attack detection has already been addressed through supervised and unsupervised machine learning approaches. Although the previous methods lead to models that are very accurate on the observed samples, the new methods provide robust models on the unobserved samples. The accuracy of the new methods is equal to the accuracy of the observed samples. In this paper, we apply a deep neural network-based auto-encoder to the GA-AE-IDS (Automatic Encryption Detection System-Genetic Algorithm) intrusion detection system. Basically, the GA-AE-IDS is a light intrusion detection system that can be used online. In this paper, weighted datasets are processed in GA. First, auto-encoder neural networks are initialized; then GA-based weight optimization is performed on the system. The experimental results reflect that the proposed method can detect most attacks with good accuracy. It has also accelerated the training and testing process, and in dense samples has improved by about 4.9% compared to the base paper. Also, the AUC criterion in dense and sparse samples obtained from the proposed method has been improved by 5 and 8%, respectively.

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Ctapipe - Prototype Open Event Reconstruction Pipeline for the Cherenkov Telescope Array 38

Ctapipe - Prototype Open Event Reconstruction Pipeline for t...

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38th international Cosmic Ray conference, ICRC 2023

作者： Linhoff, Maximilian Beiske, Lukas Biederbeck, Noah Fröse, Stefan Kosack, Karl Nickel, Lukas Abe, K. Abe, S. Acharyya, A. Adam, R. Aguasca-Cabot, A. Agudo, I. Alfaro, J. Alvarez-Crespo, N. Alves Batista, R. Amans, J.-P. Amato, E. Ambrosino, F. Angüner, E.O. Antonelli, L.A. Aramo, C. Arcaro, C. Arrabito, L. Asano, K. Aschersleben, J. Ashkar, H. Augusto Stuani, L. Baack, D. Backes, M. Balazs, C. Balbo, M. Baquero Larriva, A. Barbosa Martins, V. de Almeida, U. Barres Barrio, J.A. Bastieri, D. Batista, P.I. Batkovic, I. Batzofin, R. Baxter, J. Beck, G. Becker Tjus, J. Beiske, L. Belardinelli, D. Benbow, W. Bernardini, E. Bernete Medrano, J. Bernlöhr, K. Berti, A. Beshley, V. Bhattacharjee, P. Bhattacharyya, S. Bi, B. Biederbeck, N. Biland, A. Bissaldi, E. Blanch, O. Blazek, J. Boisson, C. Bolmont, J. Bonnoli, G. Bordas, P. Bosnjak, Z. Bradascio, F. Braiding, C. Bronzini, E. Brose, R. Brown, A.M. Brun, F. Brunelli, G. Bulgarelli, A. Burelli, I. Burmistrov, L. Burton, M. Bylund, T. Calisse, P.G. Campoy-Ordaz, A. Cantlay, B.K. Capalbi, M. Caproni, A. Capuzzo-Dolcetta, R. Carlile, C. Caroff, S. Carosi, A. Carosi, R. Carrasco, M.-S. Cascone, E. Cassol, F. Castrejon, N. Catalani, F. Cerasole, D. Cerruti, M. Chaty, S. Chen, A.W. Chernyakova, M. Chiavassa, A. Chudoba, J. Coimbra Araujo, C.H. conforti, V. Conte, F. Contreras, J.L. Cossou, C. Costa, A. Costantini, H. Cristofari, P. Cuevas, O. Curtis-Ginsberg, Z. D'Amico, G. D'Ammando, F. Dadina, M. Dalchenko, M. David, L. Davids, I.D. Dazzi, F. De Angelis, A. de Bony de Lavergne, M. De Caprio, V. De Cesare, G. de Gouveia Dal Pino, E.M. De Lotto, B. De Lucia, M. de Menezes, R. de Naurois, M. de Ona Wilhelmi, E. De Simone, N. de Souza, V. del Peral, L. del Valle, M.V. Delagnes, E. Delgado Giler, A.G. Delgado, C. Dell'aiera, M. Della Ceca, R. Della Valle, M. della Volpe, D. Depaoli, D. Dettlaff, A. Di Girolamo, T. Di Piano, A. Di Pierro, F. Di Tria, R. Di Venere, L. Díaz-Bahamondes, C. Dib, C. Diebold, S. Dima, R. Dinesh, A. Djannati-Ataï, A. Djuvsland, J. Department of Physics Tokai University 4-1-1 Kita-Kaname Kanagawa Hiratsuka259-1292 Japan Institute for Cosmic Ray Research University of Tokyo 5-1-5 Kashiwa-no-ha Kashiwa Chiba277-8582 Japan University of Alabama Tuscaloosa Department of Physics and Astronomy Gallalee Hall Box 870324 TuscaloosaAL35487-0324 United States Université Côte d'Azur Observatoire de la Côte d'Azur CNRS Laboratoire Lagrange France Laboratoire Leprince-Ringuet CNRS IN2P3 École polytechnique Institut Polytechnique de Paris Palaiseau91120 France Departament de Física Quàntica i Astrofísica Institut de Ciències del Cosmos Universitat de Barcelona IEEC-UB Martí i Franquès 1 Barcelona08028 Spain Instituto de Astrofísica de Andalucía CSIC Glorieta de la Astronomía s/n Granada18008 Spain Pontificia Universidad Católica de Chile Av. Libertador Bernardo O'Higgins 340 Santiago Chile IPARCOS-UCM Instituto de Física de Partículas y del Cosmos EMFTEL Department Universidad Complutense de Madrid MadridE-28040 Spain Instituto de Física Teórica UAM CSIC Departamento de Física Teórica Universidad Autónoma de Madrid c/ Nicolás Cabrera 13-15 Campus de Cantoblanco UAM Madrid28049 Spain LUTH GEPI LERMA Observatoire de Paris Université PSL Université Paris Cité CNRS 5 place Jules Janssen Meudon92190 France INAF Osservatorio Astrofisico di Arcetri Largo E. Fermi 5 Firenze50125 Italy INAF Osservatorio Astronomico di Roma Via di Frascati 33 Monteporzio Catone 00040 Italy TÜBITAK Research Institute for Fundamental Sciences Gebze Kocaeli41470 Turkey INFN Sezione di Napoli Via Cintia ed. G Napoli80126 Italy INFN Sezione di Padova Via Marzolo 8 Padova35131 Italy Laboratoire Univers et Particules de Montpellier Université de Montpellier CNRS IN2P3 CC 72 Place Eugène Bataillon 5 MontpellierF-34095 Cedex France Kapteyn Astronomical Institute University of Groningen Landleven 12 Groningen9747 AD Netherlands Instituto de Física de São Carlos Universidade de

The Cherenkov Telescope Array Observatory (CTAO) is the next-generation ground-based gamma-ray observatory currently under construction. It will improve over the current generation of imaging atmospheric Cherenkov telescopes (IACTs) by a factor of five to ten in sensitivity and it will be able to observe the whole sky from a combination of two sites: a northern site in La Palma, Spain, and a southern one in Paranal, Chile. CTAO will also be the first open ground-based gamma-ray observatory. Accordingly, the CTAO data processing pipeline is developed as open-source software and ctapipe will be a core package therein. The event reconstruction pipeline accepts raw data of the telescopes and processes it to produce suitable input for the higher-level science tools. Its primary tasks include reconstructing the physical properties of each recorded air shower and providing the corresponding instrument response functions. ctapipe is a python framework providing algorithms and command-line tools to facilitate raw data calibration, image extraction, image parametrization and event reconstruction. Its current main focus is the analysis of simulated data but it has also been successfully applied for the analysis of data obtained with the CTA prototype telescopes, and first science results have now been obtained by the LST-1 collaboration using ctapipe. A plugin system also allows the processing of nonCTA data. Recent updates, including event reconstruction using machine learning and a new plugin system as well as the roadmap towards a 1.0 release will be presented. © Copyright owned by the author(s) under the terms of the Creative Commons.

关键词： Open source software

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Preface

2022 Sardar Patel International Conference on Industry 4.0 -...

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2022 Sardar Patel international conference on Industry 4.0 - Nascent Technologies and Sustainability for 'Make in India' Initiative, SPICON 2022 2022年

作者： Rane, Santosh Sardar Patel International Conference SPICON 2022 India

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Proceedings of the 13th international conference on Computer engineering and Networks 1

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丛书名： Lecture Notes in Electrical engineering

1000年

作者： Yonghong Zhang Lianyong Qi Qi Liu Guangqiang Yin Xiaodong Liu

ISBN: (数字)9789819992430

ISBN: (纸本)9789819992423;9789819992454

This book aims to examine innovation in the fields of computer engineering and networking. The text covers important developments in areas such as artificial intelligence, machine learning, information analysis, communication system, computer modeling, internet of things. This book presents papers from the 13th international conference on Computer engineering and Networks (CENet2023) held in Wuxi, China on November 3-5, 2023.

关键词： Communications engineering, Networks Computational Intelligence Cyber-physical systems, IoT Professional Computing

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Product-Focused software Process Improvement 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Regine Kadgien Andrea Janes Andreas Jedlitschka Valentina Lenarduzzi Xiaozhou Li

ISBN: (数字)9783031492662

ISBN: (纸本)9783031492655

This book constitutes the refereed proceedings of the 24th international conference on Product-Focused software Process Improvement, PROFES 2023, which took place in Dornbirn, Austria, in December 2023.;The 21 full technical papers, 8 short papers, and 1 poster paper presented in this volume were carefully reviewed and selected from 82 submissions. The book also contains one tutorial paper, 12 and workshop papers and 3 doctoral symposium papers.;The contributions were organized in topical sections as follows:;Part I: software development and project management; machine learning and data science; software analysis and tools; software testing and quality assurance; security, vulnerabilities, and human factors;;Part II: Posters; Tutorials; 2nd Workshop on Computational Intelligence and software engineering (CISE 2023); 2nd Workshop on engineering Processes and Practices for Quantum software (PPQS’ 23); doctoral symposium.

关键词： software engineering/Programming and Operating Systems Computer Applications Computer Communication Networks Artificial Intelligence Computers and Education

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Computing Science, Communication and Security 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Nirbhay Chaubey Satyen Parikh Kiran Amin Sabu M. Thampi Noor Zaman Jhanjhi

ISBN: (数字)9783031405648

ISBN: (纸本)9783031405631

This book constitutes the refereed proceedings of the 4th international conference on Computing Science, Communication and Security, COMS2 2023, held in Gandhinagar, India, during February 6–7, 2023.;The 20 full papers included in this book were carefully reviewed and selected from 190 submissions. They were organized in topical sections on artificial intelligence and machine learning; networking and communications.

关键词： Artificial Intelligence software engineering/Programming and Operating Systems Computer Systems Organization and Communication Networks

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Proceedings of the 13th international conference on Computer engineering and Networks 1

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丛书名： Lecture Notes in Electrical engineering

1000年

作者： Yonghong Zhang Lianyong Qi Qi Liu Guangqiang Yin Xiaodong Liu

ISBN: (数字)9789819992478

ISBN: (纸本)9789819992461;9789819992492

关键词： Communications engineering, Networks Computational Intelligence Cyber-physical systems, IoT Professional Computing

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Technologies and Innovation 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Rafael Valencia-García Martha Bucaram-Leverone Javier Del Cioppo-Morstadt Néstor Vera-Lucio Pablo Humberto Centanaro-Quiroz

ISBN: (数字)9783031456824

ISBN: (纸本)9783031456817

This book constitutes the refereed proceedings of the 9th international conference on Technologies and Innovation, CITI 2023, held in Guayaquil, Ecuador, during November 13–16, 2023.;The 20 full papers included in this book were carefully reviewed and selected from 51 submissions. They were organized in topical sections as follows: machine learning; Natural Language Processing and Semantic Web; Computer vision; and Knowledge-based systems.

关键词： software engineering/Programming and Operating Systems Computer Systems Organization and Communication Networks Artificial Intelligence Computer Applications Computers and Education

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Product-Focused software Process Improvement 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Regine Kadgien Andrea Janes Andreas Jedlitschka Valentina Lenarduzzi Xiaozhou Li

ISBN: (数字)9783031492693

ISBN: (纸本)9783031492686

This book constitutes the refereed proceedings of the 24th international conference on Product-Focused software Process Improvement, PROFES 2023, which took place in Dornbirn, Austria, in December 2023.;The 21 full technical papers, 6 industrial papers, 8 short papers and 1 poster paper were carefully reviewed and selected from 82 submissions. The book also contains one tutorial paper, 11 workshop papers and 3 doctoral symposium papers.;The contributions were organized in topical sections as follows:;Part I: software development and project management; machine learning and data science; software analysis and tools; software testing and quality assurance; security, vulnerabilities, and human factors;;Part II: Posters; Tutorials; 2nd Workshop on Computational Intelligence and software engineering (CISE 2023); 2nd Workshop on engineering Processes and Practicesfor Quantum software (PPQS’ 23); doctoral symposium.

关键词： software engineering/Programming and Operating Systems Operating Systems Computer Applications Computer Communication Networks Artificial Intelligence Computers and Education

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