Book Synopsis ACM-BCB 2020 by :
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Book Synopsis ACM-BCB 2020 by :
Acm Bcb 2020
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Book Synopsis ACM-BCB 2020 by :
Author : Russ B Altman
Publisher : World Scientific
ISBN 13 : 9811215642
Total Pages : 764 pages
Book Rating : 4.8/5 (112 download)
Book Synopsis Biocomputing 2020 - Proceedings Of The Pacific Symposium by : Russ B Altman
Download or read book Biocomputing 2020 - Proceedings Of The Pacific Symposium written by Russ B Altman and published by World Scientific. This book was released on 2019-11-28 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pacific Symposium on Biocomputing (PSB) 2020 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2020 will be held on January 3 -7, 2020 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2020 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.
Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops
Author : Ilias Maglogiannis
Publisher : Springer Nature
ISBN 13 : 3030491900
Total Pages : 264 pages
Book Rating : 4.0/5 (34 download)
Book Synopsis Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops by : Ilias Maglogiannis
Download or read book Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops written by Ilias Maglogiannis and published by Springer Nature. This book was released on 2020-05-29 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, in Neos Marmaras, Greece, in June 2020: the 9th Mining Humanistic Data Workshop, MHDW 2020, and the 5th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2020.* The 6 full papers and 3 short papers presented at MHDW 2020 were carefully reviewed and selected from 16 submissions; out of the 23 papers submitted to 5G-PINE 2020, 11 were accepted as full papers and 1 as a short paper. The MHDW papers focus on topics such as recommendation systems, sentiment analysis, pattern recognition, data mining, and time series. The papers presented at 5G-PINE focus on the latest AI applications in the telecommunication industry and deal with topics such as the Internet of Things, intelligence fusion in 5G networks, and 5G media. *The workshops were held virtually due to the COVID-19 pandemic.
Author : Sumit Kumar Jha
Publisher : Springer Nature
ISBN 13 : 3030792900
Total Pages : 143 pages
Book Rating : 4.0/5 (37 download)
Book Synopsis Computational Advances in Bio and Medical Sciences by : Sumit Kumar Jha
Download or read book Computational Advances in Bio and Medical Sciences written by Sumit Kumar Jha and published by Springer Nature. This book was released on 2021-07-02 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 10th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2020, held in December 2020. Due to COVID-19 pandemic the conference was held virtually. The 6 regular and 5 invited papers presented in this book were carefully reviewed and selected from 16 submissions. The use of high throughput technologies is fundamentally changing the life sciences and leading to the collection of large amounts of biological and medical data. The papers show how the use of this data can help expand our knowledge of fundamental biological processes and improve human health - using novel computational models and advanced analysis algorithms.
Author : Amanda Bienz
Publisher : Springer Nature
ISBN 13 : 3031408438
Total Pages : 677 pages
Book Rating : 4.0/5 (314 download)
Book Synopsis High Performance Computing by : Amanda Bienz
Download or read book High Performance Computing written by Amanda Bienz and published by Springer Nature. This book was released on 2023-09-25 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the papers of several workshops which were held in conjunction with the 38th International Conference on High Performance Computing, ISC High Performance 2023, held in Hamburg, Germany, during May 21–25, 2023. The 49 revised full papers presented in this book were carefully reviewed and selected from 70 submissions. ISC High Performance 2023 presents the following workshops: 2nd International Workshop on Malleability Techniques Applications in High-Performance Computing (HPCMALL) 18th Workshop on Virtualization in High-Performance Cloud Computing (VHPC 23) HPC I/O in the Data Center (HPC IODC) Workshop on Converged Computing of Cloud, HPC, and Edge (WOCC’23) 7th International Workshop on In Situ Visualization (WOIV’23) Workshop on Monitoring and Operational Data Analytics (MODA23) 2nd Workshop on Communication, I/O, and Storage at Scale on Next-Generation Platforms: Scalable Infrastructures First International Workshop on RISC-V for HPC Second Combined Workshop on Interactive and Urgent Supercomputing (CWIUS) HPC on Heterogeneous Hardware (H3)
Author : Michael M. Resch
Publisher : Springer Nature
ISBN 13 : 3031180461
Total Pages : 107 pages
Book Rating : 4.0/5 (311 download)
Book Synopsis Sustained Simulation Performance 2021 by : Michael M. Resch
Download or read book Sustained Simulation Performance 2021 written by Michael M. Resch and published by Springer Nature. This book was released on 2023-02-17 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state of the art in High-Performance Computing on modern supercomputer architectures. It addresses trends in hardware and software development in general. The contributions cover a broad range of topics, from performance evaluations in context with power efficiency to Computational Fluid Dynamics and High-Performance Data Analytics. In addition, they explore new topics like the use of High-Performance Computers in the field of Artificial Intelligence and Machine Learning. All contributions are based on selected papers presented in 2021 at the 31st Workshop on Sustained Simulation Performance, WSSP31, held at HLRS in Stuttgart, Germany, and WSSP32, held at Tohoku University in Sendai, Japan.
Author : Henning Fernau
Publisher : Springer Nature
ISBN 13 : 3030500268
Total Pages : 444 pages
Book Rating : 4.0/5 (35 download)
Book Synopsis Computer Science – Theory and Applications by : Henning Fernau
Download or read book Computer Science – Theory and Applications written by Henning Fernau and published by Springer Nature. This book was released on 2020-06-22 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th International Computer Science Symposium in Russia, CSR 2020, held in Yekaterinburg, Russia, in June 2020. The 25 full papers and 6 invited papers were carefully reviewed and selected from 49 submissions. The papers cover a broad range of topics, such as: algorithms and data structures; computational complexity, including hardness of approximation and parameterized complexity; randomness in computing, approximation algorithms, fixed-parameter algorithms; combinatorial optimization, constraint satisfaction, operations research; computational geometry; string algorithms; formal languages and automata, including applications to computational linguistics; codes and cryptography; combinatorics in computer science; computational biology; applications of logic to computer science, proof complexity; database theory; distributed computing; fundamentals of machine learning, including learning theory, grammatical inference and neural computing; computational social choice; quantum computing and quantum cryptography; theoretical aspects of big data. The conference was cancelled as a live conference due to the corona pandemic.
Author : José Cano
Publisher : Springer Nature
ISBN 13 : 3031396987
Total Pages : 767 pages
Book Rating : 4.0/5 (313 download)
Book Synopsis Euro-Par 2023: Parallel Processing by : José Cano
Download or read book Euro-Par 2023: Parallel Processing written by José Cano and published by Springer Nature. This book was released on 2023-08-23 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 34th International Conference on Parallel and Distributed Computing, Euro-Par 2023, held in Limassol, Cyprus, in August/September 2023. The 49 full papers presented in this volume were carefully reviewed and selected from 164 submissions. They are covering the following topics: programming, compilers and performance; scheduling, resource management, cloud, edge computing, and workflows; architectures and accelerators; data analytics, AI, and computational science; theory and algorithms; multidisciplinary, and domain-specific and applied parallel and distributed computing.
Author : De-Shuang Huang
Publisher : Springer Nature
ISBN 13 : 3031138708
Total Pages : 859 pages
Book Rating : 4.0/5 (311 download)
Book Synopsis Intelligent Computing Theories and Application by : De-Shuang Huang
Download or read book Intelligent Computing Theories and Application written by De-Shuang Huang and published by Springer Nature. This book was released on 2022-08-14 with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set of LNCS 13393 and LNCS 13394 constitutes - in conjunction with the volume LNAI 13395 - the refereed proceedings of the 18th International Conference on Intelligent Computing, ICIC 2022, held in Xi'an, China, in August 2022. The 209 full papers of the three proceedings volumes were carefully reviewed and selected from 449 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.
Author : Sourav S. Bhowmick
Publisher : Springer Nature
ISBN 13 : 3031161629
Total Pages : 181 pages
Book Rating : 4.0/5 (311 download)
Book Synopsis Plug-and-Play Visual Subgraph Query Interfaces by : Sourav S. Bhowmick
Download or read book Plug-and-Play Visual Subgraph Query Interfaces written by Sourav S. Bhowmick and published by Springer Nature. This book was released on 2023-03-13 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book details recent developments in the emerging area of plug-and-play (PnP) visual subgraph query interfaces (VQI). These PnP interfaces are grounded in the principles of human-computer interaction (HCI) and cognitive psychology to address long-standing limitations to bottom-up search capabilities in graph databases using traditional graph query languages, which often require domain experts and specialist programmers. This book explains how PnP interfaces go against the traditional mantra of VQI construction by taking a data-driven approach and giving end users the freedom to easily and quickly construct and maintain a VQI for any data sources without resorting to coding. The book walks readers through the intuitive PnP interface that uses templates where the underlying graph repository represents the socket and user-specified requirements represent the plug. Hence, a PnP interface enables an end user to change the socket (i.e., graph repository) or the plug (i.e., requirements) as necessary to automatically and effortlessly generate VQIs. The book argues that such a data-driven paradigm creates several benefits, including superior support for visual subgraph query construction, significant reduction in the manual cost of constructing and maintaining a VQI for any graph data source, and portability of the interface across diverse sources and querying applications. This book provides a comprehensive introduction to the notion of PnP interfaces, compares it to its classical manual counterpart, and reviews techniques for automatic construction and maintenance of these new interfaces. In synthesizing current research on plug-and-play visual subgraph query interface management, this book gives readers a snapshot of the state of the art in this topic as well as future research directions.
Author : Ngoc-Thanh Nguyen
Publisher : Springer Nature
ISBN 13 : 3031702484
Total Pages : 430 pages
Book Rating : 4.0/5 (317 download)
Book Synopsis Advances in Computational Collective Intelligence by : Ngoc-Thanh Nguyen
Download or read book Advances in Computational Collective Intelligence written by Ngoc-Thanh Nguyen and published by Springer Nature. This book was released on with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Sudipta Patra
Publisher : Springer Nature
ISBN 13 : 9819968631
Total Pages : 403 pages
Book Rating : 4.8/5 (199 download)
Book Synopsis Proceedings of the International Conference on Metallurgical Engineering and Centenary Celebration by : Sudipta Patra
Download or read book Proceedings of the International Conference on Metallurgical Engineering and Centenary Celebration written by Sudipta Patra and published by Springer Nature. This book was released on 2023-10-14 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents peer reviewed articles from The International Conference on Metallurgical Engineering and Centenary Celebration (METCENT 2023), held at Indian Institute of Technology (BHU) Varanasi, India from the 26-28th of October 2023. It covers wide areas of metallurgical and materials science, highlighting recent advancements in these areas, including but not limited to Advanced Steels, Computational Material Science, Recent Ferrous/Non-Ferrous Metallurgy Processes, Green Iron and Steel Making Technologies and others. METCENT 2023 provides a unique opportunity to all the Metallurgists, Materials Scientists, Academicians and Industry experts to share their experiences on this special occasion.
Author : Dan DeBlasio
Publisher : Springer
ISBN 13 : 3319649183
Total Pages : 156 pages
Book Rating : 4.3/5 (196 download)
Book Synopsis Parameter Advising for Multiple Sequence Alignment by : Dan DeBlasio
Download or read book Parameter Advising for Multiple Sequence Alignment written by Dan DeBlasio and published by Springer. This book was released on 2018-01-04 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops a new approach called parameter advising for finding a parameter setting for a sequence aligner that yields a quality alignment of a given set of input sequences. In this framework, a parameter advisor is a procedure that automatically chooses a parameter setting for the input, and has two main ingredients: (a) the set of parameter choices considered by the advisor, and (b) an estimator of alignment accuracy used to rank alignments produced by the aligner. On coupling a parameter advisor with an aligner, once the advisor is trained in a learning phase, the user simply inputs sequences to align, and receives an output alignment from the aligner, where the advisor has automatically selected the parameter setting. The chapters first lay out the foundations of parameter advising, and then cover applications and extensions of advising. The content • examines formulations of parameter advising and their computational complexity, • develops methods for learning good accuracy estimators, • presents approximation algorithms for finding good sets of parameter choices, and • assesses software implementations of advising that perform well on real biological data. Also explored are applications of parameter advising to • adaptive local realignment, where advising is performed on local regions of the sequences to automatically adapt to varying mutation rates, and • ensemble alignment, where advising is applied to an ensemble of aligners to effectively yield a new aligner of higher quality than the individual aligners in the ensemble. The book concludes by offering future directions in advising research.
Author : Zhiyuan Liu
Publisher : Springer Nature
ISBN 13 : 9819916003
Total Pages : 535 pages
Book Rating : 4.8/5 (199 download)
Book Synopsis Representation Learning for Natural Language Processing by : Zhiyuan Liu
Download or read book Representation Learning for Natural Language Processing written by Zhiyuan Liu and published by Springer Nature. This book was released on 2023-08-23 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-training techniques. Part II then introduces the related representation techniques to NLP, including graphs, cross-modal entries, and robustness. Part III then introduces the representation techniques for the knowledge that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, legal domain knowledge and biomedical domain knowledge. Lastly, Part IV discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing. As compared to the first edition, the second edition (1) provides a more detailed introduction to representation learning in Chapter 1; (2) adds four new chapters to introduce pre-trained language models, robust representation learning, legal knowledge representation learning and biomedical knowledge representation learning; (3) updates recent advances in representation learning in all chapters; and (4) corrects some errors in the first edition. The new contents will be approximately 50%+ compared to the first edition. This is an open access book.
Author : Nicolas Tsapatsoulis
Publisher : Springer Nature
ISBN 13 : 3030891283
Total Pages : 516 pages
Book Rating : 4.0/5 (38 download)
Book Synopsis Computer Analysis of Images and Patterns by : Nicolas Tsapatsoulis
Download or read book Computer Analysis of Images and Patterns written by Nicolas Tsapatsoulis and published by Springer Nature. This book was released on 2021-10-31 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 13052 and 13053 constitutes the refereed proceedings of the 19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, held virtually, in September 2021. The 87 papers presented were carefully reviewed and selected from 129 submissions. The papers are organized in the following topical sections across the 2 volumes: 3D vision, biomedical image and pattern analysis; machine learning; feature extractions; object recognition; face and gesture, guess the age contest, biometrics, cryptography and security; and segmentation and image restoration.
Author : Liyun He
Publisher : Frontiers Media SA
ISBN 13 : 2832552218
Total Pages : 259 pages
Book Rating : 4.8/5 (325 download)
Book Synopsis Real-World Evidence of Natural Products, Herbal Medicines, and Traditional Chinese Medicine Treatments by : Liyun He
Download or read book Real-World Evidence of Natural Products, Herbal Medicines, and Traditional Chinese Medicine Treatments written by Liyun He and published by Frontiers Media SA. This book was released on 2024-07-25 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of real-world studies (RWS) has emerged in recent years and differs from randomized controlled trials (RCTs) in design and implementation. The importance of real-world data (RWD) and real-world evidence (RWE) in the context of medical and health decision-making is rising. This is relevant for the many and diverse medical traditions globally. RWS can bring new ideas and methodologies for clinical efficacy and safety evaluation of different specific preparations used in a Traditional Medicine (TM) and allow a high-quality assessment of the evidence for specific uses of such preparations. TM, including Traditional Chinese medicine (TCM), Traditional European Medicine (TEM) or Traditional Indian Medicines (TIM) as well as interventions using herbal medicines or natural products such as dietary fibre are all examples of practices which can benefit from RWS. For example, TCM is a unique form of medical practice based on a complex philosophy as well as on real-world clinical experience and evidence. RWE is essential for understanding the evidence one can derive from the outcomes of medical practice. It is of particular interest for understanding TCM diagnosis and treatment. In addition, there is potential for real-world traditional medical therapies based on other cultural and philosophical principles (natural products or herbal medicines). Currently, RWS is mostly utilized for evaluation the clinical efficacy of Traditional medicine (TM) treatments, including post-marketing re-evaluation of new medications or traditional classical prescriptions, as well as TM-related mechanistic research.
Author : Alex A.T. Bui
Publisher : Springer Science & Business Media
ISBN 13 : 1441903852
Total Pages : 454 pages
Book Rating : 4.4/5 (419 download)
Book Synopsis Medical Imaging Informatics by : Alex A.T. Bui
Download or read book Medical Imaging Informatics written by Alex A.T. Bui and published by Springer Science & Business Media. This book was released on 2009-12-01 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical Imaging Informatics provides an overview of this growing discipline, which stems from an intersection of biomedical informatics, medical imaging, computer science and medicine. Supporting two complementary views, this volume explores the fundamental technologies and algorithms that comprise this field, as well as the application of medical imaging informatics to subsequently improve healthcare research. Clearly written in a four part structure, this introduction follows natural healthcare processes, illustrating the roles of data collection and standardization, context extraction and modeling, and medical decision making tools and applications. Medical Imaging Informatics identifies core concepts within the field, explores research challenges that drive development, and includes current state-of-the-art methods and strategies.
