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Machine Learning Bases Perception For Inspection
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Book Synopsis Deep Learning for Robot Perception and Cognition by : Alexandros Iosifidis
Download or read book Deep Learning for Robot Perception and Cognition written by Alexandros Iosifidis and published by Academic Press. This book was released on 2022-02-04 with total page 638 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning for Robot Perception and Cognition introduces a broad range of topics and methods in deep learning for robot perception and cognition together with end-to-end methodologies. The book provides the conceptual and mathematical background needed for approaching a large number of robot perception and cognition tasks from an end-to-end learning point-of-view. The book is suitable for students, university and industry researchers and practitioners in Robotic Vision, Intelligent Control, Mechatronics, Deep Learning, Robotic Perception and Cognition tasks. - Presents deep learning principles and methodologies - Explains the principles of applying end-to-end learning in robotics applications - Presents how to design and train deep learning models - Shows how to apply deep learning in robot vision tasks such as object recognition, image classification, video analysis, and more - Uses robotic simulation environments for training deep learning models - Applies deep learning methods for different tasks ranging from planning and navigation to biosignal analysis
Book Synopsis Disaster Intelligent Perception and Emergency Command of Power Grid by : Zhen Yu
Download or read book Disaster Intelligent Perception and Emergency Command of Power Grid written by Zhen Yu and published by Springer Nature. This book was released on 2023-12-19 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book addresses the current technical problems of low efficiency of emergency site information collection, lack of flexibility of emergency information interaction, lack of fusion analysis technology and disaster loss prediction model, and low intelligence of emergency auxiliary decision making. The content contains research on multiple information collection technology of power grid disaster loss, fusion analysis and prediction technology of power grid disaster loss information, and real-time information interaction technology between emergency site and command center in this work. This book illustrates the process of developing a prototype system for grid disaster perception and emergency command, which realizes the functions of grid disaster perception and emergency auxiliary decision-making and visualization command. The prototype intelligent perception and emergency command system for power grid disasters has been piloted in several units. It provided support for disaster loss prediction, disaster damage perception, and emergency command auxiliary decision-making in the earthquake in Sichuan, China, as well as the heavy rainfall in Zhejiang, China and Typhoon No. 9 "Lupi" that registered in Fujian, China, which significantly improved the emergency disposal Work efficiency.
Author :Baskaran Jeevarathinam Publisher :European Alliance for Innovation ISBN 13 :1631904477 Total Pages :1441 pages Book Rating :4.6/5 (319 download)
Book Synopsis ICSETPSD 2023 by : Baskaran Jeevarathinam
Download or read book ICSETPSD 2023 written by Baskaran Jeevarathinam and published by European Alliance for Innovation. This book was released on 2024-01-23 with total page 1441 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Science, Engineering and Technology Practices for Sustainable Development (ICSETPSD-23) brought researchers, scientists, engineers, industrial professionals, and scholar students for the dissemination of original research results, new ideas, and practical development experiences which concentrate on both theory and practices from around the world in all the areas of science, engineering, and technology practices for sustainable development. The theme of ICSETPSD-23 was “Science, Engineering and Technology for sustainable development”. The technical program of ICSETPSD-23 consisted of 140 full papers, scheduled for oral presentation sessions at the main conference tracks. The conference tracks were: Track 1 – Science for sustainable development; Track 2 – Sustainability through Engineering; Track 3 – Sustainable developments in Health Care; and Track 4 – Technology practices for sustainability. Aside from the high quality technical paper presentations, the technical program also featured eight keynote speeches and one invited talk. We strongly believe that ICSETPSD-23 conference provides a good forum for all researchers, developers, and practitioners to discuss all science and technology aspects that are relevant to sustainable developments. We also expect that the future ICSETPSD conference will be as successful and stimulating, as indicated by the contributions presented in this volume.
Book Synopsis Bridging the Gap Between AI and Reality by : Bernhard Steffen
Download or read book Bridging the Gap Between AI and Reality written by Bernhard Steffen and published by Springer Nature. This book was released on 2023-12-13 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on Bridging the Gap between AI and Reality, AISoLA 2023, which took place in Crete, Greece, in October 2023. The papers included in this book focus on the following topics: The nature of AI-based systems; ethical, economic and legal implications of AI-systems in practice; ways to make controlled use of AI via the various kinds of formal methods-based validation techniques; dedicated applications scenarios which may allow certain levels of assistance; and education in times of deep learning.
Book Synopsis Artificial Intelligence in HCI by : Helmut Degen
Download or read book Artificial Intelligence in HCI written by Helmut Degen and published by Springer Nature. This book was released on 2020-07-10 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in July 2020. The conference was planned to be held in Copenhagen, Denmark, but had to change to a virtual conference mode due to the COVID-19 pandemic. The conference presents results from academic and industrial research, as well as industrial experiences, on the use of Artificial Intelligence technologies to enhance Human-Computer Interaction. From a total of 6326 submissions, a total of 1439 papers and 238 posters has been accepted for publication in the HCII 2020 proceedings. The 30 papers presented in this volume were organized in topical sections as follows: Human-Centered AI; and AI Applications in HCI.pical sections as follows: Human-Centered AI; and AI Applications in HCI.
Book Synopsis Machine Learning in Industry by : Shubhabrata Datta
Download or read book Machine Learning in Industry written by Shubhabrata Datta and published by Springer Nature. This book was released on 2021-07-24 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers different machine learning techniques such as artificial neural network, support vector machine, rough set theory and deep learning. It points out the difference between the techniques and their suitability for specific applications. This book also describes different applications of machine learning techniques for industrial problems. The book includes several case studies, helping researchers in academia and industries aspiring to use machine learning for solving practical industrial problems.
Book Synopsis Leveraging Applications of Formal Methods, Verification and Validation by : Tiziana Margaria
Download or read book Leveraging Applications of Formal Methods, Verification and Validation written by Tiziana Margaria and published by Springer Nature. This book was released on 2021-10-11 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes contributions of the ISoLA 2021 associated events. Altogether, ISoLA 2021 comprises contributions from the proceedings originally foreseen for ISoLA 2020 collected in 4 volumes, LNCS 12476: Verification Principles, LNCS 12477: Engineering Principles, LNCS 12478: Applications, and LNCS 12479: Tools and Trends. The contributions included in this volume were organized in the following topical sections: 6th International School on Tool-Based Rigorous Engineering of Software Systems; Industrial Track; Programming: What is Next; Software Verification Tools; Rigorous Engineering of Collective Adaptive Systems.
Book Synopsis Distributed Perception by : Natasha Lushetich
Download or read book Distributed Perception written by Natasha Lushetich and published by Routledge. This book was released on 2021-12-29 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who, what, and where perceives, and how? What are the sedimentations, inscriptions, and axiologies of animal, human, and machinic perception/s? What are their perceptibilities? Deleuze uses the word ‘visibilities’ to indicate that visual perception isn’t just a physiological given but cues operations productive of new assemblages. Perceptibilities are, by analogy, spatio-temporal, geolocative, kinaesthetic, audio-visual, and haptic operations that are always already memory. In the case of strong inscriptions, they are also epigenetic events. In physics, resonance is the tendency of a system to vibrate with increasing amplitudes at certain frequencies of excitation. In cybernetics and in theories of technology, it refers to systems’ feedback. In Native science, resonance denotes the axiology of positions and events. It’s a form of multi-species perception that emphasises emergent directionality and protean mnemonics. This transdisciplinary volume brings together key theorists and practitioners from media theory, Native science, bio-media and sound art, philosophy, art his- tory, and design informatics to examine: a) the becoming-technique of animal– human–machinic perceptibilities; and b) micro-perceptions that lie beneath the threshold of known perceptions yet create energetic vibrations. The volume shows distributed perception to be a key notion in addressing the emergence and peristence of plant, animal, human, and machine relations.
Book Synopsis Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications by : Edwin Lughofer
Download or read book Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications written by Edwin Lughofer and published by Springer. This book was released on 2011-01-31 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s real-world applications, there is an increasing demand of integrating new information and knowledge on-demand into model building processes to account for changing system dynamics, new operating conditions, varying human behaviors or environmental influences. Evolving fuzzy systems (EFS) are a powerful tool to cope with this requirement, as they are able to automatically adapt parameters, expand their structure and extend their memory on-the-fly, allowing on-line/real-time modeling. This book comprises several evolving fuzzy systems approaches which have emerged during the last decade and highlights the most important incremental learning methods used. The second part is dedicated to advanced concepts for increasing performance, robustness, process-safety and reliability, for enhancing user-friendliness and enlarging the field of applicability of EFS and for improving the interpretability and understandability of the evolved models. The third part underlines the usefulness and necessity of evolving fuzzy systems in several online real-world application scenarios, provides an outline of potential future applications and raises open problems and new challenges for the next generation evolving systems, including human-inspired evolving machines. The book includes basic principles, concepts, algorithms and theoretic results underlined by illustrations. It is dedicated to researchers from the field of fuzzy systems, machine learning, data mining and system identification as well as engineers and technicians who apply data-driven modeling techniques in real-world systems.
Book Synopsis ANCRiSST 2019 Procedia by : Vincenzo Gattulli
Download or read book ANCRiSST 2019 Procedia written by Vincenzo Gattulli and published by Sapienza Università Editrice. This book was released on 2019-07-16 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: ANCRiSST 2019 Workshop, held in Rome on 18-21 July 2019, manifests a close collaboration between Europe, Asia and the Americas in the field of smart structures and materials. A year after the tragic collapse of the Morandi bridge in Genova and shortly after its demolition, the scientific discussion on novel solutions in structural health monitoring and control from an outstanding international scientific community is the catalyst for future headway in this field. The ANCRiSST 2019 Procedia expresses current progress in smart materials and structures technology and is witness to ever growing international synergies among researchers. Emerging frontiers in automated inspection, sensing and control of civil infrastructure are focussed on. Six sections gather together contributions in smart materials for sensing and actuation, response prediction and evaluation, measurements and health monitoring, structural control, damage detection, mechatronics and automated inspection.
Book Synopsis Applications of Machine Learning in UAV Networks by : Hassan, Jahan
Download or read book Applications of Machine Learning in UAV Networks written by Hassan, Jahan and published by IGI Global. This book was released on 2024-01-17 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Machine Learning in UAV Networks presents a pioneering exploration into the symbiotic relationship between machine learning techniques and UAVs. In an age where UAVs are revolutionizing sectors as diverse as agriculture, environmental preservation, security, and disaster response, this meticulously crafted volume offers an analysis of the manifold ways machine learning drives advancements in UAV network efficiency and efficacy. This book navigates through an expansive array of domains, each demarcating a pivotal application of machine learning in UAV networks. From the precision realm of agriculture and its dynamic role in yield prediction to the ecological sensitivity of biodiversity monitoring and habitat restoration, the contours of each domain are vividly etched. These explorations are not limited to the terrestrial sphere; rather, they extend to the pivotal aerial missions of wildlife conservation, forest fire monitoring, and security enhancement, where UAVs adorned with machine learning algorithms wield an instrumental role. Scholars and practitioners from fields as diverse as machine learning, UAV technology, robotics, and IoT networks will find themselves immersed in a confluence of interdisciplinary expertise. The book's pages cater equally to professionals entrenched in agriculture, environmental studies, disaster management, and beyond.
Download or read book ECAI 2023 written by K. Gal and published by IOS Press. This book was released on 2023-10-18 with total page 3328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.
Book Synopsis Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network by : Kumar, D. Satish
Download or read book Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network written by Kumar, D. Satish and published by IGI Global. This book was released on 2022-03-04 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: To overcome the constraints of 5G for supporting new challenges, 6G wireless systems must be developed with new and attractive features. These systems are expected to increase performance and maximize quality of service several folds more than 5G along with other exciting features. However, 6G is still in its infancy and must be explored. The Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network discusses the technological feats used in the new 6G wireless systems. It discusses the design, automation, and uses for industry as well as testing strategies. Covering topics such as 6G architecture, smart healthcare, and wireless communication, this major reference work is an excellent resource for computer scientists, engineers, students and professors in higher education, researchers, and academicians.
Book Synopsis Artificial Intelligence for Future Society by : Vasile Palade
Download or read book Artificial Intelligence for Future Society written by Vasile Palade and published by Springer Nature. This book was released on with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Backdoor Attacks against Learning-Based Algorithms by : Shaofeng Li
Download or read book Backdoor Attacks against Learning-Based Algorithms written by Shaofeng Li and published by Springer Nature. This book was released on with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Robot 2019: Fourth Iberian Robotics Conference by : Manuel F. Silva
Download or read book Robot 2019: Fourth Iberian Robotics Conference written by Manuel F. Silva and published by Springer Nature. This book was released on 2019-11-19 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of papers presented at ROBOT 2019 – the Fourth Iberian Robotics Conference, held in Porto, Portugal, on November 20th–22nd, 2019. ROBOT 2019 is part of a series of conferences jointly organized by the SPR – Sociedade Portuguesa de Robótica (Portuguese Society for Robotics) and SEIDROB – Sociedad Española para la Investigación y Desarrollo en Robótica (Spanish Society for Research and Development in Robotics). ROBOT 2019 built upon several previous successful events, including three biannual workshops and the three previous installments of the Iberian Robotics Conference, and chiefly focused on presenting the latest findings and applications in robotics from the Iberian Peninsula, although the event was also open to research and researchers from other countries. The event featured five plenary talks on state-of-the-art topics and 16 special sessions, plus a main/general robotics track. In total, after a stringent review process, 112 high-quality papers written by authors from 24 countries were selected for publication.
Book Synopsis PHYSICAL-CHEMICAL INTERACTIONS AND COMPOSITION-STRUCTURE-PROPERTY MODIFICATIONS DURING PROCESSING: FOOD QUALITY, NUTRITION, AND HEALTH, 2nd Edition by : Qiang Xia
Download or read book PHYSICAL-CHEMICAL INTERACTIONS AND COMPOSITION-STRUCTURE-PROPERTY MODIFICATIONS DURING PROCESSING: FOOD QUALITY, NUTRITION, AND HEALTH, 2nd Edition written by Qiang Xia and published by Frontiers Media SA. This book was released on with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthier foods have received unprecedented attention in the last couple of years. Different units of food processing assure physicochemical stability and microbiological safety, and simultaneously result in significant modifications in the composition and structure of food matrices, followed by the variations in nutrition and health properties such as intestinal bioaccessibility and bioavailability of functional small molecules of interests. Therefore, the correlation between extrinsic processing factors and composition-structure-properties response has been one of the focuses of food science research, largely relying on food matrices and the applied technique types. In this regard, thermal conditions receive the most attention considering its generalization and high applicability. For current food industries, multiple processing techniques, process strategies, and the combined approaches have been largely proposed, e.g., the uses of emerging external fields including sound, electric and plasma fields. Resultantly, the presence of new-type physico-chemical interaction behavior of minor/major components and composition-structure-property modifications exerted by emerging processing methods or patterns require more elaborate characterization, analysis and summarization over the response of quality, nutritional and health properties of final products. This Research Topic encourages researchers to submit Original Research and Review articles highlighting the roles of processing-induced physico-chemical modifications and interaction behavior of different intrinsic food components, particularly at molecular levels, in regulating the changes of quality, storability, nutrition and health characteristics of food products. Researchers working on the development of analysis, evaluation and characterization techniques to tackle issues related to complicated network of chemical changes, microstructural imaging and modeling as well as in vitro / in vivo nutrition effects are also encouraged to contribute. Healthier food can be obtained via food re-formulation and microstructure designing associated with processing parameters, relying on the accumulation of knowledge about the correlation between food structure, gastrointestinal fate of nutrients and satiety response. This Research Topic welcomes original research articles, reviews, systematic reviews, technology and code, and methods, covering, but not limited to, the following themes: - Novel characterization techniques applied to monitor processing effects; - Metabolic and omic characterization of bio-processing foods; - Characterization of composition-structure-property relation of newly developed food resources during processing; - Chemical modifications of food components (e.g., protein, lipid, carbohydrates, phytochemicals, etc.) during traditional thermal processing and emerging nonthermal processing processes or the combined patterns; - Effects of the chemical modifications during processing on nutrition and health; - Interaction between food components as affected by processing parameters, as well as its effects on nutritional properties (e.g., digestibility, bioaccessibility, bioavailability, etc.); - Food safety challenges and strategies for processing and preservation processes.
