NEURAL NETWORKS AND GENOME INFORMATICS METHODS IN COMPUTATIONAL BIOLOGY AND BIOCHEMISTRY

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Neural Networks And Genome Informatics

Author : C.H. Wu
ISBN : 0080537375
Genre : Science
File Size : 86.67 MB
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This book is a comprehensive reference in the field of neural networks and genome informatics. The tutorial of neural network foundations introduces basic neural network technology and terminology. This is followed by an in-depth discussion of special system designs for building neural networks for genome informatics, and broad reviews and evaluations of current state-of-the-art methods in the field. This book concludes with a description of open research problems and future research directions.
Category: Science

Proceedings Of The International Conference On Frontiers Of Intelligent Computing Theory And Applications Ficta 2013

Author : Suresh Chandra Satapathy
ISBN : 9783319029313
Genre : Computers
File Size : 28.55 MB
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This volume contains the papers presented at the Second International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2013) held during 14-16 November 2013 organized by Bhubaneswar Engineering College (BEC), Bhubaneswar, Odisha, India. It contains 63 papers focusing on application of intelligent techniques which includes evolutionary computation techniques like genetic algorithm, particle swarm optimization techniques, teaching-learning based optimization etc for various engineering applications such as data mining, Fuzzy systems, Machine Intelligence and ANN, Web technologies and Multimedia applications and Intelligent computing and Networking etc.
Category: Computers

Systems Biology

Author : A.K. Konopka
ISBN : 9781420015126
Genre : Science
File Size : 85.13 MB
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With extraordinary clarity,the Systems Biology: Principles, Methods, and Concepts focuses on the technical practical aspects of modeling complex or organic general systems. It also provides in-depth coverage of modeling biochemical, thermodynamic, engineering, and ecological systems. Among other methods and concepts based in logic, computer science, and dynamical systems, it explores pragmatic techniques of General Systems Theory. This text presents biology as an autonomous science from the perspective of fundamental modeling techniques. A complete resource for anyone interested in biology as an exact science, it includes a comprehensive survey, review, and critique of concepts and methods in Systems Biology.
Category: Science

Nature Encyclopedia Of The Human Genome

Author : Nature Publishing Group
ISBN : 0333803868
Genre : Medical
File Size : 59.65 MB
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Nature Encyclopedia of the Human Genome is the only reference resource devoted entirely to the scientific basis and genetics and genomics research and the complex commercial, philosophical, and ethical questions that arise from it. It presents a comprehensive and rigorously detailed overview of current genome science and its groundbreaking applications, examining the many topics that surround the field from the differing perspectives of history, philosophy, ethics, law, medicine, public health, and industry. Core areas covered include: structural genomics, functional genomics, chromosome structure and function, evolution and comparative genomics, genome mapping and sequencing, genes and disease, behavioural and psychiatric genetics, mathematical and population genetics, proteomics, bioinformatics, ethical, legal and social issues and biographies or key figures.
Category: Medical

Introduction To Machine Learning And Bioinformatics

Author : Sushmita Mitra
ISBN : STANFORD:36105131785896
Genre : Mathematics
File Size : 27.69 MB
Format : PDF
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Lucidly Integrates Current Activities Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other. Examines Connections between Machine Learning & Bioinformatics The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website. Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today’s biological experiments.
Category: Mathematics

6th International Conference On Practical Applications Of Computational Biology Bioinformatics

Author : Miguel P. Rocha
ISBN : 9783642288395
Genre : Computers
File Size : 46.98 MB
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The growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable and the trend is to increase its pace. In fact, the need for computational techniques that can efficiently handle the huge amounts of data produced by the new experimental techniques in Biology is still increasing driven by new advances in Next Generation Sequencing, several types of the so called omics data and image acquisition, just to name a few. The analysis of the datasets that produces and its integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Within this scenario of increasing data availability, Systems Biology has also been emerging as an alternative to the reductionist view that dominated biological research in the last decades. Indeed, Biology is more and more a science of information requiring tools from the computational sciences. In the last few years, we have seen the surge of a new generation of interdisciplinary scientists that have a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. PACBB‘12 hopes to contribute to this effort promoting this fruitful interaction. PACBB'12 technical program included 32 papers from a submission pool of 61 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Therefore, the conference will certainly have promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). The scientific content will certainly be challenging and will promote the improvement of the work that is being developed by each of the participants.
Category: Computers

Genome Informatics 2010

Author : Tatsuya Akutsu
ISBN : 9781848166578
Genre : Science
File Size : 48.99 MB
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This volume contains 18 peer-reviewed papers based on the presentations at the 10th Annual International Workshop on Bioinformatics and Systems Biology (IBSB 2010) held at Kyoto University from July 26 to July 28, 2010. This workshop started in 2001 as an event for doctoral students and young researchers to present and discuss their research results and approaches in bioinformatics and systems biology. It is part of a collaborative educational program involving leading institutions and leaders committed to the following programs: bull; Boston - Graduate Program in Bioinformatics, Boston University bull; Berlin - The International Research Training Group (IRTG) "Genomics and Systems Biology of Molecular Networks" bull; Kyoto - The JSPS International Training Program (ITP) "International Research and Training Program of Bioinformatics and Systems Biology" bull; Tokyo - Global COE Program "Center of Education and Research for Advanced Genome-Based Medicine"
Category: Science

Advances In Artificial Intelligence Iberamia 2004

Author : Christian Lemaitre
ISBN : UOM:39015058889026
Genre : Artificial intelligence
File Size : 74.93 MB
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This book constitutes the refereed proceedings of the 9th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004, held in Puebla, Mexico in November 2004. The 97 revised full papers presented were carefully reviewed and selected from 304 submissions. The papers are organized in topical sections on distributed AI and multi-agent systems, knowledge engineering and case-based reasoning, planning and scheduling, machine learning and knowledge acquisition, natural language processing, knowledge representation and reasoning, knowledge discovery and data mining, robotics, computer vision, uncertainty and fuzzy systems, genetic algorithms and neural networks, AI in education, and miscellaneous topics.
Category: Artificial intelligence