Minisum Hyperspheres

Minisum Hyperspheres
Author: Mark-Christoph Körner
Publisher: Springer Science & Business Media
Total Pages: 121
Release: 2011-06-24
Genre: Mathematics
ISBN: 1441998071

This book presents a self-contained introduction to the theory of minisum hyperspheres. This specialized research area within the larger field of geometric optimization is full of interesting and open problems. This work provides an overview of the history of minisum hyperspheres as well as describes the best techniques for developing and solving minisum hypersphere problems. Various related areas of geometric and nonlinear optimization are also discussed. As the first publication devoted to this area of research, this work will be of great interest to graduate-level researchers studying minisum hypersphere problems as well as mathematicians interested geometric optimization.

Location Science

Location Science
Author: Gilbert Laporte
Publisher: Springer Nature
Total Pages: 767
Release: 2020-03-16
Genre: Business & Economics
ISBN: 3030321770

This book presents essential information on modern location science – in a word, all you need to know about location. The second edition of this handbook has been fully revised throughout, with numerous updates and chapters added, to offer an even more comprehensive overview of methods and applications. The book is divided into three parts: basic concepts, advanced concepts and applications. Written by the most respected specialists in the field and thoroughly reviewed by the editors, it first lays out the fundamental problems in location science and provides readers with basic background information on location theory. Part II covers advanced models and concepts, broadening and expanding on the content presented in Part I. It also discusses important tools to help readers grasp and solve real-world location problems. Part III focuses on the links between location science and other areas like GIS, telecommunications, healthcare, rapid transit networks, districting problems and disaster events, and presents a wide range of applications to allow readers to understand the role of facility location in such areas and learn how to handle real-world location problems. The book is intended for researchers working on theory and applications involving location problems and models. It is also suitable as a textbook for graduate courses on facility location.

Computer and Information Science

Computer and Information Science
Author: Roger Lee
Publisher: Springer
Total Pages: 291
Release: 2008-05-07
Genre: Computers
ISBN: 3540791876

The 7th IEEE/ACIS Conference and the 2nd IEEE/ACIS Workshop on e-Activity (IWEA 2008) featured researchers from around the world. The conference organizers selected 23 outstanding papers for this volume of Springer’s Studies in Computational Intelligence.

Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems

Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems
Author: Weihua Li
Publisher: Springer Nature
Total Pages: 474
Release: 2023-09-10
Genre: Technology & Engineering
ISBN: 9819935377

Based on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault prognosis, intelligent diagnosis, and health state assessment in modern industry. The book emphasizes feature extraction, incipient fault prediction, fault classification, and degradation assessment, which are based on supervised-, semi-supervised-, manifold-, and deep learning; machinery degradation state tracking and prognosis by phase space reconstruction; and complex electro-mechanical system reliability assessment and health maintenance based on running state info. These theories and methods are integrated with practical industrial applications, which can help the readers get into the field more smoothly and provide an important reference for their study, research, and engineering practice.

Higher Geometry

Higher Geometry
Author: Frederick Woods
Publisher: Applewood Books
Total Pages: 436
Release: 2012-03
Genre: Reference
ISBN: 1458500012

Advances in Knowledge Discovery and Data Mining

Advances in Knowledge Discovery and Data Mining
Author: Tru Cao
Publisher: Springer
Total Pages: 785
Release: 2015-04-16
Genre: Computers
ISBN: 331918038X

This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations.

Video-to-Video Face Recognition for Low-Quality Surveillance Data

Video-to-Video Face Recognition for Low-Quality Surveillance Data
Author: Herrmann, Christian
Publisher: KIT Scientific Publishing
Total Pages: 180
Release: 2018-08-03
Genre: Electronic computers. Computer science
ISBN: 3731507994

The availability of video data is an opportunity and a challenge for law enforcement agencies. Face recognition methods can play a key role in the automated search for persons in the data. This work targets efficient representations of low-quality face sequences to enable fast and accurate face search. Novel concepts for multi-scale analysis, dataset augmentation, CNN loss function, and sequence description lead to improvements over state-of-the-art methods on surveillance video footage.

Machine Learning for Application-Layer Intrusion Detection

Machine Learning for Application-Layer Intrusion Detection
Author: Konrad
Publisher: Lulu.com
Total Pages: 181
Release: 2011-09-21
Genre: Computers
ISBN: 144784808X

This book is concerned with the automatic detection of unknown attacks in network communication. Based on concepts of machine learning, a framework for self-learning intrusion detection is proposed which enables accurate and efficient identification of attacks in the application layer of network communication. The book is a doctoral thesis and targets researchers and postgraduate students in the area of computer security and machine learning.

Neural Information Processing

Neural Information Processing
Author: Irwin King
Publisher: Springer Science & Business Media
Total Pages: 1225
Release: 2006-09-26
Genre: Computers
ISBN: 3540464816

The three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conference on Neural Information Processing, ICONIP 2006, held in Hong Kong, China in October 2006. The 386 revised full papers presented were carefully reviewed and selected from 1175 submissions.

Computational Science and Its Applications – ICCSA 2021

Computational Science and Its Applications – ICCSA 2021
Author: Osvaldo Gervasi
Publisher: Springer Nature
Total Pages: 762
Release: 2021-09-11
Genre: Computers
ISBN: 3030869768

The ten-volume set LNCS 12949 – 12958 constitutes the proceedings of the 21st International Conference on Computational Science and Its Applications, ICCSA 2021, which was held in Cagliari, Italy, during September 13 – 16, 2021. The event was organized in a hybrid mode due to the Covid-19 pandemic.The 466 full and 18 short papers presented in these proceedings were carefully reviewed and selected from 1588 submissions. The books cover such topics as multicore architectures, computational astrochemistry, mobile and wireless security, sensor networks, open source software, collaborative and social computing systems and tools, computational geometry, applied mathematics human computer interaction, software design engineering, and others. Part V of the set includes the the proceedings on the following workshops: International Workshop on Computational Geometry and Applications (CGA 2021); International Workshop on Collaborative Intelligence in Multimodal Applications (CIMA 2021); International Workshop on Computational Science and HPC (CSHPC 2021); International Workshop on Computational Optimization and Applications (COA 2021); International Workshop on Cities, Technologies and Planning (CTP 2021); International Workshop on Computational Astrochemistry (CompAstro 2021); International Workshop on Advanced Modeling E-Mobility in Urban Spaces (DEMOS 2021).The chapters "On Local Convergence of Stochastic Global Optimization Algorithms" and "Computing Binding Energies of Interstellar Molecules by Semiempirical Quantum Methods: Comparison between DFT and GFN2 on Crystalline Ice" are published open access under a CC BY license (Creative Commons Attribution 4.0 International License).