68 resultater (0,32859 sekunder)

Mærke

Butik

Pris (EUR)

Nulstil filter

Produkter
Fra
Butikker

Multimodal Learning toward Micro-Video Understanding - Meng Liu - Bog - Springer International Publishing AG - Plusbog.dk

Multimodal Learning toward Micro-Video Understanding - Meng Liu - Bog - Springer International Publishing AG - Plusbog.dk

Micro-videos, a new form of user-generated contents, have been spreading widely across various social platforms, such as Vine, Kuaishou, and Tik Tok. Different from traditional long videos, micro-videos are usually recorded by smart mobile devices at any place within a few seconds. Due to its brevity and low bandwidth cost, micro-videos are gaining increasing user enthusiasm.The blossoming of micro-videos opens the door to the possibility of many promising applications, ranging from network content caching to online advertising. Thus, it is highly desirable to develop an effective scheme for the high-order micro-video understanding. Micro-video understanding is, however, non-trivial due to the following challenges:(1) how to represent micro-videos that only convey one or few high-level themes or concepts; (2) how to utilize the hierarchical structure of the venue categories to guide the micro-video analysis; (3) how to alleviate the influence of low-quality caused by complex surrounding environments and the camera shake; (4) how to model the multimodal sequential data, {i.e.}, textual, acoustic, visual, and social modalities, to enhance the micro-video understanding; and (5) how to construct large-scale benchmark datasets for the analysis? These challenges have been largely unexplored to date. In this book, we focus on addressing the challenges presented above by proposing some state-of-the-art multimodal learning theories. To demonstrate the effectiveness of these models, we apply them to three practical tasks of micro-video understanding: popularity prediction, venue category estimation, and micro-video routing. Particularly, we first build three large-scale real-world micro-video datasets for these practical tasks. We then present a multimodal transductive learning framework for micro-video popularity prediction. Furthermore, we introduce several multimodal cooperative learning approaches and a multimodal transfer learning scheme for micro-video venue category estimation. Meanwhile, we develop a multimodal sequential learning approach for micro-video recommendation. Finally, we conclude the book and figure out the future research directions in multimodal learning toward micro-video understanding.

DKK 519.00
1

Wireless, Implantable SoCs for Body Sensor Networks - Shuenn Yuh Lee - Bog - Springer International Publishing AG - Plusbog.dk

Semantics, Analytics, Visualization. Enhancing Scholarly Data - - Bog - Springer International Publishing AG - Plusbog.dk

Queer Social Movements and Activism in Indonesia and Malaysia - Jon Ingvar Kjaran - Bog - Springer International Publishing AG - Plusbog.dk

Entrepreneurial Crisis Management - Sukanlaya Sawang - Bog - Springer International Publishing AG - Plusbog.dk

Social Movements and Digital Activism in Africa - Ufuoma Akpojivi - Bog - Springer International Publishing AG - Plusbog.dk

Intelligent Robotics and Applications - - Bog - Springer International Publishing AG - Plusbog.dk

Electrical and Computer Engineering - - Bog - Springer International Publishing AG - Plusbog.dk

Advances in Information Retrieval - - Bog - Springer International Publishing AG - Plusbog.dk

The Political Economy of Risk in Finance and the Military - Marc Schelhase - Bog - Springer International Publishing AG - Plusbog.dk

Chinese Oil Enterprises in Latin America - Wenyuan Wu - Bog - Springer International Publishing AG - Plusbog.dk

Economics of Grids, Clouds, Systems, and Services - - Bog - Springer International Publishing AG - Plusbog.dk

Modern Techniques and Solvents for the Extraction of Microbial Oils - Maryline Abert Vian - Bog - Springer International Publishing AG - Plusbog.dk

Identity Change after Conflict - Jennifer Todd - Bog - Springer International Publishing AG - Plusbog.dk

Muslim Fathers and Mistrusted Masculinity in Danish Schools - Anne Hovgaard Jorgensen - Bog - Springer International Publishing AG - Plusbog.dk

Thermal Effects in Supercapacitors - Timothy S. Fisher - Bog - Springer International Publishing AG - Plusbog.dk

Why Democracies Flounder and Fail - Michael Haas - Bog - Springer International Publishing AG - Plusbog.dk

Surface Modification of Titanium Dental Implants - - Bog - Springer International Publishing AG - Plusbog.dk

Human Leadership for Humane Technology - Cornelia C. Walther - Bog - Springer International Publishing AG - Plusbog.dk

Modern Classification and Data Analysis - - Bog - Springer International Publishing AG - Plusbog.dk

The Comprehensive Guide to Interdisciplinary Veterinary Social Work - - Bog - Springer International Publishing AG - Plusbog.dk

The Comprehensive Guide to Interdisciplinary Veterinary Social Work - - Bog - Springer International Publishing AG - Plusbog.dk

This book responds to the needs that arise at the intersection of people and animals, focusing on human-animal interaction, human-animal studies, the emotional work of caring for animals, and animal-assisted interventions and therapies. Unlike many works that focus primarily on issues at the micro level, such as animal-assisted interventions, this volume is unique in its focus on issues arising at the micro, macro, and mezzo levels, encompassing human-animal issues and interactions at the level of individuals and family, groups, institutions, and communities. Accordingly, this comprehensive guide addresses the need to better prepare practitioners to work in interdisciplinary environments, whether in the context of theory, research, practice, or advocacy. The authorship of the volume reflects the interdisciplinary foundations of veterinary social work, with contributions from social workers, psychologists, veterinarians, physicians, anthropologists, and bioethicists. The volume is divided into five parts that examine, respectively: - the foundations (history and scope) of veterinary social work (Part I); - the practice of veterinary social work with individuals, in the context of community programs, and in social work practice (Part II); - veterinary social work and the veterinary setting, including veterinary well-being and conflict management (Part III); - veterinary social work education (Part IV); and - the future of veterinary social work (Part V). Importantly, the volume addresses not only practice issues in the veterinary, clinical, and community settings, but also examines ethical concerns in the clinical and research contexts and the implications of cultural and societal variations on the practice of veterinary social work. The Comprehensive Guide to Interdisciplinary Veterinary Social Work is the definitive resource for social workers and psychologists new to practice issues relating to animals, social work and psychology students at the graduate and undergraduate levels, veterinarians and veterinary students, hospital administrators (human hospitals), and veterinary hospital managers.

DKK 884.00
1