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Performance Predictor in Evolutionary Neural Architecture Search

Methods and Applications

by Nan Li, Lianbo Ma, Yuhua Qian, Bing Xue, Mengjie Zhang ...

Series series Computer Science (R0)
This book explores the emerging role of performance predictors in evolutionary neural architecture search (ENAS), highlighting representative methods and practical applications that make this field both timely and impactful. By bridging performance prediction with evolutionary optimization, it addresses one of the most pressing challenges in deep learning: how to efficiently design and evaluate ... Read more

$179.09 USD

This book explores the emerging role of performance predictors in evolutionary neural architecture search (ENAS), highlighting representative methods and practical applications that make this field both timely and impactful. By bridging performance prediction with evolutionary optimization, it addresses one of the most pressing challenges in deep learning: how to efficiently design and evaluate
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Introduction to Transfer Learning

Algorithms and Practice

by Jindong Wang, Yiqiang Chen ...

Series series Computer Science (R0)
Transfer learning is one of the most important technologies in the era of artificial intelligence and deep learning. It seeks to leverage existing knowledge by transferring it to another, new domain. Over the years, a number of relevant topics have attracted the interest of the research and application community: transfer learning, pre-training and fine-tuning, domain adaptation, domain ... Read more

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Transfer learning is one of the most important technologies in the era of artificial intelligence and deep learning. It seeks to leverage existing knowledge by transferring it to another, new domain. Over the years, a number of relevant topics have attracted the interest of the research and application community: transfer learning, pre-training and fine-tuning, domain adaptation, domain
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Machine Learning and Knowledge Engineering for Decision Making

The 17th International FLINS Conference on Fuzzy Logic for Intelligent Systems and The 21st International Conference on Intelligent Systems and Knowledge Engineering, FLINS-ISKE 2026, Sydney, NSW, Australia, July 15–19, 2026, Proceedings, Part IV

Edited by Jie Lu, Javier Montero, Yi Zhang, Junyu Xuan, Tianrui Li, Luis Martínez, Etienne Kerre ...

Series Book 4 - Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 17th Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science, FLINS 2026, and 21st International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2026, held in Sydney, NSW, Australia, during July 15–19, 2026.The 152 full papers and 8 short papers presented in this book were carefully selected and reviewed from ... Read more

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This book constitutes the refereed proceedings of the 17th Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science, FLINS 2026, and 21st International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2026, held in Sydney, NSW, Australia, during July 15–19, 2026.The 152 full papers and 8 short papers presented in this book were carefully selected and reviewed from
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Advanced Intelligent Computing Technology and Applications

22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22–26, 2026, Proceedings, Part XXV

Edited by De-Shuang Huang, Chuanlei Zhang, Wei Chen, Yijie Pan, Prashan Premaratne ...

Series series Springer Nature Proceedings Computer Science
This 21-volume set LNCS 16642-16662 constitutes - in conjunction with the 5-volume set LNAI 16663-16667 and the 4-volume set LNBI 16668-16671 - the refereed proceedings of the 22nd International Conference on Intelligent Computing, ICIC 2026, held in ON, Canada, during July 22–26, 2026.The 250 papers presented in these proceedings books were carefully reviewed and selected from 4561 submissions ... Read more

$80.99 USD

This 21-volume set LNCS 16642-16662 constitutes - in conjunction with the 5-volume set LNAI 16663-16667 and the 4-volume set LNBI 16668-16671 - the refereed proceedings of the 22nd International Conference on Intelligent Computing, ICIC 2026, held in ON, Canada, during July 22–26, 2026.The 250 papers presented in these proceedings books were carefully reviewed and selected from 4561 submissions
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Advanced Intelligent Computing Technology and Applications

22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22–26, 2026, Proceedings, Part XXVI

Edited by De-Shuang Huang, Chuanlei Zhang, Wei Chen, Yijie Pan, Prashan Premaratne ...

Series series Springer Nature Proceedings Computer Science
This 21-volume set LNCS 16642-16662 constitutes - in conjunction with the 5-volume set LNAI 16663-16667 and the 4-volume set LNBI 16668-16671 - the refereed proceedings of the 22nd International Conference on Intelligent Computing, ICIC 2026, held in ON, Canada, during July 22–26, 2026.The 250 papers presented in these proceedings books were carefully reviewed and selected from 4561 submissions ... Read more

$80.99 USD

This 21-volume set LNCS 16642-16662 constitutes - in conjunction with the 5-volume set LNAI 16663-16667 and the 4-volume set LNBI 16668-16671 - the refereed proceedings of the 22nd International Conference on Intelligent Computing, ICIC 2026, held in ON, Canada, during July 22–26, 2026.The 250 papers presented in these proceedings books were carefully reviewed and selected from 4561 submissions
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Database Systems for Advanced Applications

31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part V

Edited by Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee ...

Series Book 5 - Springer Nature Proceedings Computer Science
This 6-volume set LNCS 16535-16540 constitutes the proceedings of the 31st International Conference on Database Systems for Advanced Applications, DASFAA 2026, held in Jeju, South Korea, at April 27-30, 2026.The 228 full papers presented in this book were carefully reviewed and selected from 834 submissions. They cover topics such as:Search and RecommendationIndex and Storage SystemsGraph and ... Read more

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This 6-volume set LNCS 16535-16540 constitutes the proceedings of the 31st International Conference on Database Systems for Advanced Applications, DASFAA 2026, held in Jeju, South Korea, at April 27-30, 2026.The 228 full papers presented in this book were carefully reviewed and selected from 834 submissions. They cover topics such as:Search and RecommendationIndex and Storage SystemsGraph and
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Advanced Intelligent Computing Technology and Applications

21st International Conference, ICIC 2025, Ningbo, China, July 26–29, 2025, Proceedings, Part XII

Edited by De-Shuang Huang, Qinhu Zhang, Chuanlei Zhang, Wei Chen ...

Series Book 12 - Springer Nature Proceedings Computer Science
This 40-volume set LNCS 15842-15869 constitutes -the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, in July 2025. ... Read more

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This 40-volume set LNCS 15842-15869 constitutes -the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, in July 2025.
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Advanced Intelligent Computing Technology and Applications

21st International Conference, ICIC 2025, Ningbo, China, July 26–29, 2025, Proceedings, Part VIII

Edited by De-Shuang Huang, Haiming Chen, Bo Li, Qinhu Zhang ...

Series Book 8 - Springer Nature Proceedings Computer Science
This 20-volume set LNCS 15842-15861 constitutes - in conjunction with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869 - the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025.The total of 1206 regular papers were carefully reviewed and selected from 4032 submissions.This year, the ... Read more

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This 20-volume set LNCS 15842-15861 constitutes - in conjunction with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869 - the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025.The total of 1206 regular papers were carefully reviewed and selected from 4032 submissions.This year, the
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Computer Applications

40th CCF National Conference of Computer Applications, CCF NCCA 2025, Beijing, China, August 7–9, 2025, Proceedings

Edited by Lan Huang, Bin Xu, Xuebin Chen, Shangguang Wang, Bing Xia, Jianguo Pan, Xianhua Song, Zeguang Lu ...

Series series Springer Nature Proceedings excluding Computer Science
This book CCIS 2774 constitutes the refereed proceedings of the 40th CCF National Conference of Computer Applications, CCF NCCA 2025, held in Beijing, China, during August 7–9, 2025.The 43 full papers presented in this book were carefully selected and reviewed from 269 submissions. These papers have been organized in the following topical sections:Artificial Intelligence and ApplicationsCyberspace ... Read more

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This book CCIS 2774 constitutes the refereed proceedings of the 40th CCF National Conference of Computer Applications, CCF NCCA 2025, held in Beijing, China, during August 7–9, 2025.The 43 full papers presented in this book were carefully selected and reviewed from 269 submissions. These papers have been organized in the following topical sections:Artificial Intelligence and ApplicationsCyberspace
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Edited by Jiajia Li, Richard Chbeir, Lei Li, Chuanyu Zong, Yanfeng Zhang, Mengxuan Zhang ...

Series Book 1 - Springer Nature Proceedings Computer Science
The four-volume set LNCS constitutes the refereed proceedings of the 9th International Joint Conference on Web and Big Data, APWeb-WAIM 2025, held in Shenyang, China, during August 28–30, 2025.The 136 full papers and 15 short papers presented in these proceedings were carefully reviewed and selected from 472 submissions. The papers are organized in the following topical sections:Part I: Data ... Read more

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The four-volume set LNCS constitutes the refereed proceedings of the 9th International Joint Conference on Web and Big Data, APWeb-WAIM 2025, held in Shenyang, China, during August 28–30, 2025.The 136 full papers and 15 short papers presented in these proceedings were carefully reviewed and selected from 472 submissions. The papers are organized in the following topical sections:Part I: Data
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Knowledge Science, Engineering and Management

17th International Conference, KSEM 2024, Birmingham, UK, August 16–18, 2024, Proceedings, Part III

Edited by Cungeng Cao, Huajun Chen, Liang Zhao, Junaid Arshad, Taufiq Asyhari, Yonghao Wang ...

Series Book 3 - Springer Nature Proceedings Computer Science
The five-volume set LNCS 14884, 14885, 14886, 14887 & 14888 constitutes the refereed deadline proceedings of the 17th International Conference on Knowledge Science, Engineering and Management, KSEM 2024, held in Birmingham, UK, during August 16–18, 2024.The 160 full papers presented in these proceedings were carefully reviewed and selected from 495 submissions. The papers are organized in the ... Read more

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The five-volume set LNCS 14884, 14885, 14886, 14887 & 14888 constitutes the refereed deadline proceedings of the 17th International Conference on Knowledge Science, Engineering and Management, KSEM 2024, held in Birmingham, UK, during August 16–18, 2024.The 160 full papers presented in these proceedings were carefully reviewed and selected from 495 submissions. The papers are organized in the
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Computer Applications

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