Proceedings Of Elm 2016

Author : Jiuwen Cao,Erik Cambria,Amaury Lendasse,Yoan Miche,Chi Man Vong
Publisher : Springer
Page : 285 pages
File Size : 44,7 Mb
Release : 2017-05-25
Category : Technology & Engineering
ISBN : 9783319574219

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Proceedings of ELM-2016 by Jiuwen Cao,Erik Cambria,Amaury Lendasse,Yoan Miche,Chi Man Vong Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine 2016, which was held in Singapore, December 13-15, 2016. This conference will provide a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique and brain learning. Extreme Learning Machines (ELM) aims to break the barriers between the conventional artificial learning techniques and biological learning mechanism. ELM represents a suite of (machine or possibly biological) learning techniques in which hidden neurons need not be tuned. ELM learning theories show that very effective learning algorithms can be derived based on randomly generated hidden neurons (with almost any nonlinear piecewise activation functions), independent of training data and application environments. Increasingly, evidence from neuroscience suggests that similar principles apply in biological learning systems. ELM theories and algorithms argue that “random hidden neurons” capture an essential aspect of biological learning mechanisms as well as the intuitive sense that the efficiency of biological learning need not rely on computing power of neurons. ELM theories thus hint at possible reasons why the brain is more intelligent and effective than current computers. ELM offers significant advantages over conventional neural network learning algorithms such as fast learning speed, ease of implementation, and minimal need for human intervention. ELM also shows potential as a viable alternative technique for large‐scale computing and artificial intelligence. This book covers theories, algorithms ad applications of ELM. It gives readers a glance of the most recent advances of ELM.

Author : Jiuwen Cao,Chi Man Vong,Yoan Miche,Amaury Lendasse
Publisher : Springer
Page : 347 pages
File Size : 40,5 Mb
Release : 2019-06-29
Category : Technology & Engineering
ISBN : 9783030233075

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Proceedings of ELM 2018 by Jiuwen Cao,Chi Man Vong,Yoan Miche,Amaury Lendasse Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine 2018, which was held in Singapore, November 21–23, 2018. This conference provided a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique and brain learning. Extreme Learning Machines (ELM) aims to enable pervasive learning and pervasive intelligence. As advocated by ELM theories, it is exciting to see the convergence of machine learning and biological learning from the long-term point of view. ELM may be one of the fundamental “learning particles” filling the gaps between machine learning and biological learning (of which activation functions are even unknown). ELM represents a suite of (machine and biological) learning techniques in which hidden neurons need not be tuned: inherited from their ancestors or randomly generated. ELM learning theories show that effective learning algorithms can be derived based on randomly generated hidden neurons (biological neurons, artificial neurons, wavelets, Fourier series, etc.) as long as they are nonlinear piecewise continuous, independent of training data and application environments. Increasingly, evidence from neuroscience suggests that similar principles apply in biological learning systems. ELM theories and algorithms argue that “random hidden neurons” capture an essential aspect of biological learning mechanisms as well as the intuitive sense that the efficiency of biological learning need not rely on computing power of neurons. ELM theories thus hint at possible reasons why the brain is more intelligent and effective than current computers. The main theme of ELM2018 is Hierarchical ELM, AI for IoT, Synergy of Machine Learning and Biological Learning. This book covers theories, algorithms and applications of ELM. It gives readers a glance at the most recent advances of ELM.

Author : Jiuwen Cao,Chi Man Vong,Yoan Miche,Amaury Lendasse
Publisher : Springer
Page : 340 pages
File Size : 42,9 Mb
Release : 2018-10-16
Category : Technology & Engineering
ISBN : 9783030015206

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Proceedings of ELM-2017 by Jiuwen Cao,Chi Man Vong,Yoan Miche,Amaury Lendasse Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine (ELM) 2017, held in Yantai, China, October 4–7, 2017. The book covers theories, algorithms and applications of ELM. Extreme Learning Machines (ELM) aims to enable pervasive learning and pervasive intelligence. As advocated by ELM theories, it is exciting to see the convergence of machine learning and biological learning from the long-term point of view. ELM may be one of the fundamental `learning particles’ filling the gaps between machine learning and biological learning (of which activation functions are even unknown). ELM represents a suite of (machine and biological) learning techniques in which hidden neurons need not be tuned: inherited from their ancestors or randomly generated. ELM learning theories show that effective learning algorithms can be derived based on randomly generated hidden neurons (biological neurons, artificial neurons, wavelets, Fourier series, etc) as long as they are nonlinear piecewise continuous, independent of training data and application environments. Increasingly, evidence from neuroscience suggests that similar principles apply in biological learning systems. ELM theories and algorithms argue that “random hidden neurons” capture an essential aspect of biological learning mechanisms as well as the intuitive sense that the efficiency of biological learning need not rely on computing power of neurons. ELM theories thus hint at possible reasons why the brain is more intelligent and effective than current computers. This conference will provide a forum for academics, researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the ELM technique and brain learning. It gives readers a glance of the most recent advances of ELM.

Author : Jiuwen Cao,Kezhi Mao,Jonathan Wu,Amaury Lendasse
Publisher : Springer
Page : 532 pages
File Size : 46,9 Mb
Release : 2015-12-31
Category : Technology & Engineering
ISBN : 9783319283975

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Proceedings of ELM-2015 Volume 1 by Jiuwen Cao,Kezhi Mao,Jonathan Wu,Amaury Lendasse Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning. This book covers theories, algorithms ad applications of ELM. It gives readers a glance of the most recent advances of ELM.

Author : Jiuwen Cao,Kezhi Mao,Jonathan Wu,Amaury Lendasse
Publisher : Springer
Page : 516 pages
File Size : 43,5 Mb
Release : 2016-01-02
Category : Technology & Engineering
ISBN : 9783319283739

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Proceedings of ELM-2015 Volume 2 by Jiuwen Cao,Kezhi Mao,Jonathan Wu,Amaury Lendasse Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning. This book covers theories, algorithms ad applications of ELM. It gives readers a glance of the most recent advances of ELM.

Author : Carlos Guedes Soares
Publisher : CRC Press
Page : 394 pages
File Size : 45,5 Mb
Release : 2019-10-11
Category : Transportation
ISBN : 9781000768039

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Developments in the Collision and Grounding of Ships and Offshore Structures by Carlos Guedes Soares Pdf

Developments in the Collision and Grounding of Ships and Offshore includes the contributions to the 8th International Conference on Collision and Grounding of Ships and Offshore Structures (ICCGS 2019, Lisbon, Portugal, 21-23 October 2019). The series of ICCGS-conferences started in 1996 in San Francisco, USA, and are organised every three years in Europe, Asia and the Americas. Developments in the Collision and Grounding of Ships and Offshore covers a wide range of topics, from the behavior of large passenger vessels in collision and grounding, collision and grounding in arctic conditions including accidental ice impact, stability residual strength and oil outflow of ships after collision or grounding, collision and grounding statistics and predictions and measures of the probability of incidents, risk assessment of collision and grounding, prediction and measures for reduction of collision and grounding, new designs for improvement of structural resistance to collisions, analysis of ultimate strength of ship structures (bulkheads, tank tops, shell etc.), design of buffer bows to reduce collision consequences, design of foreship structures of ferries with doors to avoid water ingress in case of a collision, development of rational rules for the structural design against collision and grounding, innovative navigation systems for safer sea transportation, the role of IMO, classification societies, and other regulatory bodies in developing safer ships, collision between ships and offshore structures, collision between ships and fixed or floating bridges and submerged tunnels, collision with quays and waterfront structures, collision and grounding experiments, properties of marine-use materials under impact loadings, residual strength of damaged ships and offshore structures, analysis of ultimate strength of ship structures, to human factors in collision and grounding accidents. Developments in the Collision and Grounding of Ships and Offshore is a valuable resource for academics, engineers and professionals involved in these areas.

Author : BBVL. Deepak,DRK Parhi,Pankaj C. Jena
Publisher : Springer Nature
Page : 1049 pages
File Size : 54,9 Mb
Release : 2020-03-13
Category : Technology & Engineering
ISBN : 9789811526961

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Innovative Product Design and Intelligent Manufacturing Systems by BBVL. Deepak,DRK Parhi,Pankaj C. Jena Pdf

This book gathers selected research articles from the International Conference on Innovative Product Design and Intelligent Manufacturing System (ICIPDIMS 2019), held at the National Institute of Technology, Rourkela, India. The book discusses latest methods and advanced tools from different areas of design and manufacturing technology. The main topics covered include design methodologies, industry 4.0, smart manufacturing, and advances in robotics among others. The contents of this book are useful for academics as well as professionals working in industrial design, mechatronics, robotics, and automation.

Author : Jiuwen Cao,Kezhi Mao,Erik Cambria,Zhihong Man,Kar-Ann Toh
Publisher : Springer
Page : 446 pages
File Size : 44,7 Mb
Release : 2014-12-04
Category : Technology & Engineering
ISBN : 9783319140636

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Proceedings of ELM-2014 Volume 1 by Jiuwen Cao,Kezhi Mao,Erik Cambria,Zhihong Man,Kar-Ann Toh Pdf

This book contains some selected papers from the International Conference on Extreme Learning Machine 2014, which was held in Singapore, December 8-10, 2014. This conference brought together the researchers and practitioners of Extreme Learning Machine (ELM) from a variety of fields to promote research and development of “learning without iterative tuning”. The book covers theories, algorithms and applications of ELM. It gives the readers a glance of the most recent advances of ELM.

Author : Zhaoxia Wang
Publisher : Springer Nature
Page : 185 pages
File Size : 55,7 Mb
Release : 2024-06-01
Category : Electronic
ISBN : 9789819726509

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Trends and Applications in Knowledge Discovery and Data Mining by Zhaoxia Wang Pdf

Author : Wida Susanty Haji Suhaili,Nor Zainah Siau,Saiful Omar,Somnuk Phon-Amuaisuk
Publisher : Springer Nature
Page : 255 pages
File Size : 40,9 Mb
Release : 2021-01-18
Category : Technology & Engineering
ISBN : 9783030681333

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Computational Intelligence in Information Systems by Wida Susanty Haji Suhaili,Nor Zainah Siau,Saiful Omar,Somnuk Phon-Amuaisuk Pdf

This book constitutes the Proceeding of the Computational Intelligence in Information Systems conference (CIIS 2020), held in Brunei, January 25–27, 2021. The CIIS conference provides a platform for researchers to exchange the latest ideas and to present new research advances in general areas related to computational intelligence and its applications. The 23 revised papers presented in this book have been carefully selected from 55 submissions.

Author : Ajith Abraham,Vincenzo Piuri,Niketa Gandhi,Patrick Siarry,Arturas Kaklauskas,Ana Madureira
Publisher : Springer Nature
Page : 1440 pages
File Size : 50,6 Mb
Release : 2021-06-02
Category : Technology & Engineering
ISBN : 9783030711870

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Intelligent Systems Design and Applications by Ajith Abraham,Vincenzo Piuri,Niketa Gandhi,Patrick Siarry,Arturas Kaklauskas,Ana Madureira Pdf

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 130 selected papers from the 19th International Conference on Intelligent Systems Design and Applications (ISDA 2020), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 40 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Author : Witold Abramowicz,Rafael Corchuelo
Publisher : Springer Nature
Page : 700 pages
File Size : 49,9 Mb
Release : 2019-12-16
Category : Computers
ISBN : 9783030366919

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Business Information Systems Workshops by Witold Abramowicz,Rafael Corchuelo Pdf

This book constitutes revised papers from the nine workshops and one accompanying event which took place at the 22nd International Conference on Business Information Systems, BIS 2019, held in Seville, Spain, in June 2019. There was a total of 139 submissions to all workshops of which 57 papers were accepted for publication. The workshops included in this volume are: AKTB 2019: 11th Workshop on Applications of Knowledge-Based Technologies in Business BITA 2019: 10th Workshop on Business and IT Alignment BSCT 2019: Second Workshop on Blockchain and Smart Contract Technologies DigEX 2019: First International Workshop on transforming the Digital Customer Experience iCRM 2019: 4th International Workshop on Intelligent Data Analysis in Integrated Social CRM iDEATE 2019: 4th Workshop on Big Data and Business Analytics Ecosystems ISMAD 2019: Workshop on Information Systems and Applications in Maritime Domain QOD 2019: Second Workshop on Quality of Open Data SciBOWater 2019: Second Workshop on Scientific Challenges and Business Opportunities in Water Management

Author : Gary Hardiman
Publisher : MDPI
Page : 202 pages
File Size : 48,6 Mb
Release : 2020-04-15
Category : Science
ISBN : 9783039287444

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Systems Analytics and Integration of Big Omics Data by Gary Hardiman Pdf

A “genotype" is essentially an organism's full hereditary information which is obtained from its parents. A "phenotype" is an organism's actual observed physical and behavioral properties. These may include traits such as morphology, size, height, eye color, metabolism, etc. One of the pressing challenges in computational and systems biology is genotype-to-phenotype prediction. This is challenging given the amount of data generated by modern Omics technologies. This “Big Data” is so large and complex that traditional data processing applications are not up to the task. Challenges arise in collection, analysis, mining, sharing, transfer, visualization, archiving, and integration of these data. In this Special Issue, there is a focus on the systems-level analysis of Omics data, recent developments in gene ontology annotation, and advances in biological pathways and network biology. The integration of Omics data with clinical and biomedical data using machine learning is explored. This Special Issue covers new methodologies in the context of gene–environment interactions, tissue-specific gene expression, and how external factors or host genetics impact the microbiome.

Author : Joy Iong-Zong Chen,João Manuel R. S. Tavares,Abdullah M. Iliyasu,Ke-Lin Du
Publisher : Springer Nature
Page : 840 pages
File Size : 48,7 Mb
Release : 2021-09-09
Category : Technology & Engineering
ISBN : 9783030847609

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Second International Conference on Image Processing and Capsule Networks by Joy Iong-Zong Chen,João Manuel R. S. Tavares,Abdullah M. Iliyasu,Ke-Lin Du Pdf

This book includes the papers presented in 2nd International Conference on Image Processing and Capsule Networks [ICIPCN 2021]. In this digital era, image processing plays a significant role in wide range of real-time applications like sensing, automation, health care, industries etc. Today, with many technological advances, many state-of-the-art techniques are integrated with image processing domain to enhance its adaptiveness, reliability, accuracy and efficiency. With the advent of intelligent technologies like machine learning especially deep learning, the imaging system can make decisions more and more accurately. Moreover, the application of deep learning will also help to identify the hidden information in volumetric images. Nevertheless, capsule network, a type of deep neural network, is revolutionizing the image processing domain; it is still in a research and development phase. In this perspective, this book includes the state-of-the-art research works that integrate intelligent techniques with image processing models, and also, it reports the recent advancements in image processing techniques. Also, this book includes the novel tools and techniques for deploying real-time image processing applications. The chapters will briefly discuss about the intelligent image processing technologies, which leverage an authoritative and detailed representation by delivering an enhanced image and video recognition and adaptive processing mechanisms, which may clearly define the image and the family of image processing techniques and applications that are closely related to the humanistic way of thinking.

Author : Fred O Asiegbu,Andriy Kovalchuk
Publisher : Academic Press
Page : 490 pages
File Size : 43,7 Mb
Release : 2022-07-01
Category : Science
ISBN : 9780323984485

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Forest Microbiology by Fred O Asiegbu,Andriy Kovalchuk Pdf

Forest Microbiology, Volume Two: Forest Tree Health highlights a range of emerging microbial phytopathogens of forest trees, along with novel approaches for managing tree pests and diseases in a changing climate. The book provides an overview of selected microbial pathogens of forest trees, with an emphasis on their biology, lifecycle, spreading mechanisms, impact on affected tree species and current and prospective control strategies. At the same time, the impact of tree microbiomes on host fitness is discussed. Beneficial components of tree microbiota are presented, along with their functional role in tree nutrition, immunity and disease resistance. In addition, this volume addresses the many functions of microbial disease agents of trees including fungi, bacteria, viruses and phytoplasma. Strong emphasis is placed on the genetics, biochemistry, physiology, evolutionary biology and population dynamics of the microorganisms involved. This title is a key resource for foresters and forest pathology practitioners, as well as plant biologists. Provides an overview of selected microbial pathogens of forest trees, with an emphasis on their biology, lifecycle, spreading mechanisms, impact on affected tree species and current and prospective control strategies Highlights novel approaches to managing tree pests and diseases in a changing climate Addresses the many functions of microbial disease agents of trees, including fungi, fungi, bacteria, viruses and phytoplasma