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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration!  Free Download Multimodal Learning toward Recommendation English | 2025 | ISBN: 303183187X | 163 Pages | PDF (True) | 13 MB First, it presents a semantic-guided feature distillation method which employs a teacher-student framework to robustly extract effective recommendation-oriented features from generic multimodal features. Next, it introduces a novel multimodal attentive metric learning method to model user diverse preferences for various items. Then it proposes a disentangled multimodal representation learning recommendation model, which can capture users' fine-grained attention to different modalities on each factor in user preference modeling. Furthermore, a meta-learning-based multimodal fusion framework is developed to model the various relationships among multimodal information. Building on the success of disentangled representation learning, it further proposes an attribute-driven disentangled representation learning method, which uses attributes to guide the disentanglement process in order to improve the interpretability and controllability of conventional recommendation methods. Finally, the book concludes with future research directions in multimodal learning toward recommendation.  Free Download Multimodal Data Fusion for Bioinformatics Artificial Intelligence English | 2025 | ISBN: 1394269935 | 396 Pages | PDF | 16 MB Multimodal Data Fusion for Bioinformatics Artificial Intelligence is an indispensable resource for those exploring how cutting-edge data fusion methods interact with the rapidly developing field of bioinformatics. Beginning with the basics of integrating different data types, this book delves into the use of AI for processing and understanding complex "omics" data, ranging from genomics to metabolomics. The revolutionary potential of AI techniques in bioinformatics is thoroughly explored, including the use of neural networks, graph-based algorithms, single-cell RNA sequencing, and other cutting-edge topics.  Free Download Multidisciplinary Approach to Ectodermal Dysplasia English | 2025 | ISBN: 3031757890 | 225 Pages | PDF EPUB (True) | 51 MB Ectodermal Dysplasias (ED) are a diverse group of genetic disorders characterized by congenital defects of two or more ectodermal structures (e.g., sweat gland, tooth, nail, hair), that count about 100 different manifestations. Therefore, the multidisciplinary aspect is a novel but crucial approach to correctly diagnose and treat this kind of diseases and eventually direct patients to specialized centers. A new classification has been proposed as well as new therapeutic options, such as the first prenatal protein replacement therapy for a genetic disease, X-linked hypohidrotic ectodermal dysplasia. The chapters of this book address all relevant topics, starting with epidemiology and embryology, disease classification, molecular biology, EDA1-associated ED, WNT10A-related ED, and p63-related ED. A chapter on ED caused by defects of structural proteins is included and one specifically devoted to differential diagnoses. Specific chapters describe diagnostic assessments and treatment: odontostomatological signs and therapy, ophthalmological or otorhinolaringoiatric signs, other organ involvement, neurological and neuropsychological issues. The final part is dedicated to the most recent developments in molecular therapy and the extremely important role of parents' and patients' associations.  Free Download Multidimensional Signals Processing, AI Methods and Applications English | 2025 | ISBN: 9819791235 | 571 Pages | PDF (True) | 27 MB This book contains new research works presented at the Third World Conference on Intelligent and 3D Technologies (WCI3DT2024), organized by IRNet International Academic Communication Center, held in Shanghai, China during May 24-26, 2024. The main topics in this volume cover contemporary parts in the area of the multidimensional signal processing, based on deep learning and related applications. Special attention is given to neural networks, which make up the backbone of deep learning algorithms and their improvement, and research works aimed at the real-time interaction with unmanned vehicles, machine translation, cloud computing, personalized product recommendation model for autonomous robots, power production monitoring and control, optimization and acceleration of machine learning algorithms, pattern recognition, building crack detection and many others.  Free Download Brian M. Conners, "Multiculturalism and Diversity in Applied Behavior Analysis: Bridging Theory and Application Ed 2" English | ISBN: 1032514051 | 2024 | 184 pages | PDF | 4 MB This textbook provides a theoretical and clinical framework for addressing multiculturalism and diversity in the field of applied behavior analysis (ABA).  Free Download Multi-valued Logic for Decision-Making Under Uncertainty English | 2025 | ISBN: 3031747615 | 300 Pages | PDF EPUB (True) | 26 MB The suggested implementation of multi-valued logics is based on the uninorm and absorbing norm with generating functions defined by probability distributions. Natural extensions of these logics result in non-commutative and non-distributive logics. In addition to Boolean truth values, these logics handle subjective truth and false values and model irrational decisions. Dynamics of decision-making are specified by the subjective Markov process and learning - by neural network with extended Tsetlin neurons. Application of the suggested methods is illustrated by modelling of irrational economic decisions and biased reasoning in the wisdom-of-the-crowd method, and by control of mobile robots and navigation of their groups.  Free Download Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications English | 2025 | ISBN: 1032589981 | 342 Pages | PDF EPUB (True) | 61 MB The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics, communications engineering, computer science and engineering, and mathematics.  Free Download Multi-objective Optimization Techniques in Engineering Applications: Advanced Methods for Solving Complex Engineering Problems English | 2025 | ISBN: 3031812360 | 545 Pages | PDF (True) | 11 MB  Free Download Multi-Factorial Approach as a Therapeutic Strategy for the Management of Alzheimer's Disease English | 2025 | ISBN: 9819602580 | 448 Pages | PDF EPUB (True) | 39 MB This book is a comprehensive guide to the pathology, underlying mechanisms, and treatment options for Alzheimer's disease (AD). The book starts with an introduction to the basic anatomy and physiology of the central nervous system, followed by an overview of the types, classifications, and basic concepts of neurodegenerative disorders. The epidemiology, etiology, risk factors, and future predictions of AD have been covered in detail. The book then delves into the pathophysiology and underlying mechanisms of plaque formation and explores the correlation of AD with other psychological and non-psychological conditions. The chapters also explore the diagnosis of AD, including types of plaques and their detection, imaging techniques, and other tests. The book also covers traditional therapies for AD and explores the potential application of nanotechnology in AD treatment. The book also covers animal models and ethics in the testing of drugs for AD, regulatory guidelines, and the approval process for drugs and formulations for AD. Prevention and reduction of AD risk are explored, including lifestyle changes, dietary changes, supplements, natural medicines (phytoconstituents), and probiotics as the future of AD. The book concludes with a discussion of future barriers and possible solutions with recent advances in the field of AD. This book is an essential guide for students, researchers, and healthcare professionals interested in Alzheimer's disease research.  Free Download Multi-Cloud Handbook for Developers: Learn how to design and manage cloud-native applications in AWS, Azure, GCP, and more by Subash Natarajan, Jeveen Jacob English | February 29, 2024 | ISBN: 1804618705 | 292 pages | PDF | 8.20 Mb Explore proven techniques and best practices for designing, deploying, and managing cloud-native applications in multi-cloud environments with the help of real-world examples, success stories, and emerging technologiesKey FeaturesDiscover optimal solutions in multi-cloud environments using AWS, Azure, and GCP tools and technologiesExcel in designing, developing, and securing cloud-native apps with Docker, Kubernetes, and IstioLearn design patterns, cost optimization, best practices, and pitfalls to avoid in multi-cloud appsPurchase of the print or Kindle book includes a free PDF eBookBook Description |
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