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Recent Advances in Multimedia Signal Processing and Communications
The rapid increase in computing power and communication speed, coupled with computer storage facilities availability, has led to a new age of multimedia applications. This book presents recent advances in Multimedia Signal Processing and Communications.
Visual and Multimedia Information Management
Current research in Visual Database Systems can be characterized by scalability, multi-modality of interaction, and higher semantic levels of data. Visual interfaces that allow users to interact with large databases must scale to web and distributed applications. Interaction with databases must employ multiple and more diversified interaction modalities, such as speech and gesture, in addition to visual exploitation. Finally, the basic elements managed in modern databases are rapidly evolving, from text, images, sound, and video, to compositions and now annotations of these media, thus incorporating ever-higher levels and different facets of semantics. In addition to visual interfaces and mu...
Emerging Paradigms in Machine Learning
This book presents fundamental topics and algorithms that form the core of machine learning (ML) research, as well as emerging paradigms in intelligent system design. The multidisciplinary nature of machine learning makes it a very fascinating and popular area for research. The book is aiming at students, practitioners and researchers and captures the diversity and richness of the field of machine learning and intelligent systems. Several chapters are devoted to computational learning models such as granular computing, rough sets and fuzzy sets An account of applications of well-known learning methods in biometrics, computational stylistics, multi-agent systems, spam classification including an extremely well-written survey on Bayesian networks shed light on the strengths and weaknesses of the methods. Practical studies yielding insight into challenging problems such as learning from incomplete and imbalanced data, pattern recognition of stochastic episodic events and on-line mining of non-stationary data streams are a key part of this book.
Multimedia Technologies and Applications for the 21st Century
Multimedia Technologies and Applications for the 21st Century: Visions of World Experts presents contributions from leading researchers and experts describing their current research and their views of the future trends in the field. The book consists of thirteen chapters in five parts. These chapters tackle a number of critical issues in distributed multimedia systems and applications - from VLSI processors that support multimedia and multimedia servers, through multimedia databases and multimedia networks and communications, to merging multimedia applications. Only a few years ago multimedia seemed like a brand new research field and an emerging new industry. Today, at the edge of the 21st ...
Deep Learning in Visual Computing and Signal Processing
Covers both the fundamentals and the latest concepts in deep learning Presents some of the diverse applications of deep learning in visual computing and signal processing Includes over 90 figures and tables to elucidate the text
AI 2003: Advances in Artificial Intelligence
Consider the problem of a robot (algorithm, learning mechanism) moving along the real line attempting to locate a particular point ? . To assist the me- anism, we assume that it can communicate with an Environment (“Oracle”) which guides it with information regarding the direction in which it should go. If the Environment is deterministic the problem is the “Deterministic Point - cation Problem” which has been studied rather thoroughly [1]. In its pioneering version [1] the problem was presented in the setting that the Environment could charge the robot a cost which was proportional to the distance it was from the point sought for. The question of having multiple communicating robots...
Actas de Las VIII Jornadas de Concurrencia
La proliferación actual de sistemas concurrentes, en general debido al abaratamiento sustancial de poderosos sistemas de cómputo, y el auge, cada vez mayor, que toman las aplicaciones distribuidas, hace que cada vez sea más interesante el estudio de los sistemas concurrentes en todos los aspectos de la Informática. La mayor complejidad y tamaño de los secuenciales convencionales exige el uso de técnicas adecuadas tanto para su diseño y análisis, como para su posterior implementación práctica. Este libro contiene las comunicaciones que han sido presentadas en la Octava edición de las Jornadas de Concurrencia, celebradas en Cuenca en junio de 2000. Este es un foro para el intercambio de experiencias entre los investigadores nacionales tanto de la Universidad como de la Industria en el campo de los sistemas concurrentes, y por tanto en él se muestran tanto los resultados teóricos como las aplicaciones industriales más recientes en esta materia.
Multimedia Systems and Content-based Image Retrieval
Business intelligence has always been considered an essential ingredient for success. However, it is not until recently that the technology has enabled organizations to generate and deploy intelligence for global competition. These technologies can be leveraged to create the intelligent enterprises of the 21st century that will not only provide excellent and customized services to their customers, but will also create business efficiency for building relationships with suppliers and other business partners on a long term basis. Creating such intelligent enterprises requires the understanding and integration of diverse enterprise components into cohesive intelligent systems. Anticipating that...
