Intelligent Strategies For Pathway Mining

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Intelligent Strategies for Pathway Mining

Author : Qingfeng Chen
Publisher : Springer
ISBN 13 : 331904172X
Total Pages : 304 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Intelligent Strategies for Pathway Mining by : Qingfeng Chen

Download or read book Intelligent Strategies for Pathway Mining written by Qingfeng Chen and published by Springer. This book was released on 2013-12-17 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is organized into thirteen chapters that range over the relevant approaches and tools in data integration, modeling, analysis and knowledge discovery for signaling pathways. Having in mind that the book is also addressed for students, the contributors present the main results and techniques in an easily accessed and understood way together with many references and instances. Chapter 1 presents an introduction to signaling pathway, including motivations, background knowledge and relevant data mining techniques for pathway data analysis. Chapter 2 presents a variety of data sources and data analysis with respect to signaling pathway, including data integration and relevant data mining applications. Chapter 3 presents a framework to measure the inconsistency between heterogenous biological databases. A GO-based (genome ontology) strategy is proposed to associate different data sources. Chapter 4 presents identification of positive regulation of kinase pathways in terms of association rule mining. The results derived from this project could be used when predicting essential relationships and enable a comprehensive understanding of kinase pathway interaction. Chapter 5 presents graphical model-based methods to identify regulatory network of protein kinases. A framework using negative association rule mining is introduced in Chapter 6 to discover featured inhibitory regulation patterns and the relationships between involved regulation factors. It is necessary to not only detect the objects that exhibit a positive regulatory role in a kinase pathway but also to discover those objects that inhibit the regulation. Chapter 7 presents methods to model ncRNA secondary structure data in terms of stems, loops and marked labels, and illustrates how to find matched structure patterns for a given query. Chapter 8 shows an interval-based distance metric for computing the distance between conserved RNA secondary structures. Chapter 9 presents a framework to explore structural and functional patterns of RNA pseudoknot structure according to probability matrix. Chapter 10 presents methods to model miRNA data and identify miRNA interaction of cross-species and within-species. Chapter 11 presents an approach to measure the importance of miRNA site and the adjacent base by using information redundancy and develops a novel measure to identify strongly correlated infrequent itemsets. The discover association rules not only present important structural features in miRNAs, but also promote a comprehensive understanding of regulatory roles of miRNAs. Chapter 12 presents bioinformatics techniques for protein kinase data management and analysis, kinase pathways and drug targets, and describes their potential application in pharmaceutical industry. Chapter 13 presents a summary of the chapters and give a brief discussion to some emerging issues.

Anticipating Future Innovation Pathways Through Large Data Analysis

Author : Tugrul U. Daim
Publisher : Springer
ISBN 13 : 3319390562
Total Pages : 366 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Anticipating Future Innovation Pathways Through Large Data Analysis by : Tugrul U. Daim

Download or read book Anticipating Future Innovation Pathways Through Large Data Analysis written by Tugrul U. Daim and published by Springer. This book was released on 2016-07-25 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to identify promising future developmental opportunities and applications for Tech Mining. Specifically, the enclosed contributions will pursue three converging themes: The increasing availability of electronic text data resources relating to Science, Technology and Innovation (ST&I). The multiple methods that are able to treat this data effectively and incorporate means to tap into human expertise and interests. Translating those analyses to provide useful intelligence on likely future developments of particular emerging S&T targets. Tech Mining can be defined as text analyses of ST&I information resources to generate Competitive Technical Intelligence (CTI). It combines bibliometrics and advanced text analytic, drawing on specialized knowledge pertaining to ST&I. Tech Mining may also be viewed as a special form of “Big Data” analytics because it searches on a target emerging technology (or key organization) of interest in global databases. One then downloads, typically, thousands of field-structured text records (usually abstracts), and analyses those for useful CTI. Forecasting Innovation Pathways (FIP) is a methodology drawing on Tech Mining plus additional steps to elicit stakeholder and expert knowledge to link recent ST&I activity to likely future development. A decade ago, we demeaned Management of Technology (MOT) as somewhat self-satisfied and ignorant. Most technology managers relied overwhelmingly on casual human judgment, largely oblivious of the potential of empirical analyses to inform R&D management and science policy. CTI, Tech Mining, and FIP are changing that. The accumulation of Tech Mining research over the past decade offers a rich resource of means to get at emerging technology developments and organizational networks to date. Efforts to bridge from those recent histories of development to project likely FIP, however, prove considerably harder. One focus of this volume is to extend the repertoire of information resources; that will enrich FIP. Featuring cases of novel approaches and applications of Tech Mining and FIP, this volume will present frontier advances in ST&I text analytics that will be of interest to students, researchers, practitioners, scholars and policy makers in the fields of R&D planning, technology management, science policy and innovation strategy.

Critical Issues for the Development of Sustainable E-health Solutions

Author : Nilmini Wickramasinghe
Publisher : Springer Science & Business Media
ISBN 13 : 1461415365
Total Pages : 407 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Critical Issues for the Development of Sustainable E-health Solutions by : Nilmini Wickramasinghe

Download or read book Critical Issues for the Development of Sustainable E-health Solutions written by Nilmini Wickramasinghe and published by Springer Science & Business Media. This book was released on 2011-11-23 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pervasive healthcare is an emerging research discipline, focusing on the development and application of pervasive and ubiquitous computing technology for healthcare and wellness. Pervasive healthcare seeks to respond to a variety of pressures on healthcare systems, including the increased incidence of life-style related and chronic diseases, emerging consumerism in healthcare, need for empowering patients and relatives for self-care and management of their health, and need to provide seamless access for healthcare services, independent of time and place. Pervasive healthcare may be defined from two perspectives. First, it is the development and application of pervasive computing (or ubiquitous computing, ambient intelligence) technologies for healthcare, health and wellness management. Second, it seeks to make healthcare available to anyone, anytime, and anywhere by removing locational, time and other restraints while increasing both the coverage and quality of healthcare. This book proposes to define the emerging area of pervasive health and introduce key management principles, most especially knowledge management, its tools, techniques and technologies. In addition, the book takes a socio-technical, patient-centric approach which serves to emphasize the importance of a key triumvirate in healthcare management namely, the focus on people, process and technology. Last but not least the book discusses in detail a specific example of pervasive health, namely the potential use of a wireless technology solution in the monitoring of diabetic patients.

Strategy for Sustainable Competitive Advantage

Author : Ian Chaston
Publisher : Routledge
ISBN 13 : 0415522749
Total Pages : 316 pages
Book Rating : 4.4/5 (155 download)

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Book Synopsis Strategy for Sustainable Competitive Advantage by : Ian Chaston

Download or read book Strategy for Sustainable Competitive Advantage written by Ian Chaston and published by Routledge. This book was released on 2012 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text examines the strategic issues associated with the entrepreneurial utilization of new knowledge to create innovative products and services, accompanied by the development of leading edge, highly productive internal organizational processes.

Convergence of Blockchain and Explainable Artificial Intelligence

Author : Akansha Singh
Publisher : CRC Press
ISBN 13 : 8770046395
Total Pages : 180 pages
Book Rating : 4.7/5 (7 download)

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Book Synopsis Convergence of Blockchain and Explainable Artificial Intelligence by : Akansha Singh

Download or read book Convergence of Blockchain and Explainable Artificial Intelligence written by Akansha Singh and published by CRC Press. This book was released on 2024-10-30 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explainable AI (XAI) is an upcoming research field in the domain of machine learning. This book aims to provide a detailed description of the topics related to XAI and Blockchain. These two technologies can benefit each other, and the research outcomes will benefit society in multiple ways. Existing AI systems make decisions in a black box manner. Explainable AI delineates how an AI system arrived at a particular decision. It inspects the steps and models that are responsible for making a particular decision. It is an upcoming trend that aims at providing explanations to the AI decisions. Blockchain is emerging as an effective technique for XAI. It enables accessibility to digital ledgers amongst the various AI agents. The AI agents collaborate using consensus and decisions are saved on Blocks. These blocks can be traced back but cannot be changed. Thus, the combination of AI with blockchain provides transparency and visibility to all AI decisions. BlockXAI is also being widely used for improving data security and intelligence. The decisions made are consensus based and decentralized leading to highly efficient AI systems. This book also covers topics that present the convergence of Blockchain with explainable AI and will provide researchers, academics, and industry experts with a complete guide to BlockXAI.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Author : Clelia DI Serio
Publisher : Springer
ISBN 13 : 3319244620
Total Pages : 321 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Computational Intelligence Methods for Bioinformatics and Biostatistics by : Clelia DI Serio

Download or read book Computational Intelligence Methods for Bioinformatics and Biostatistics written by Clelia DI Serio and published by Springer. This book was released on 2015-09-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2014, held in Cambridge, UK, in June 2014. The 25 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers focus problems concerning computational techniques in bioinformatics, systems biology, medical informatics and biostatistics.

Encyclopedia of Bioinformatics and Computational Biology

Author :
Publisher : Elsevier
ISBN 13 : 0128114320
Total Pages : 3421 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Encyclopedia of Bioinformatics and Computational Biology by :

Download or read book Encyclopedia of Bioinformatics and Computational Biology written by and published by Elsevier. This book was released on 2018-08-21 with total page 3421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics, Three Volume Set combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for commonly asked questions. This major reference work spans basic and cutting-edge methodologies authored by leaders in the field, providing an invaluable resource for students, scientists, professionals in research institutes, and a broad swath of researchers in biotechnology and the biomedical and pharmaceutical industries. Brings together information from computer science, information technology, mathematics, statistics and biotechnology Written and reviewed by leading experts in the field, providing a unique and authoritative resource Focuses on the main theoretical and methodological concepts before expanding on specific topics and applications Includes interactive images, multimedia tools and crosslinking to further resources and databases

Artificial Intelligence in Tissue and Organ Regeneration

Author : Chandra P. Sharma
Publisher : Elsevier
ISBN 13 : 0443184992
Total Pages : 344 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Artificial Intelligence in Tissue and Organ Regeneration by : Chandra P. Sharma

Download or read book Artificial Intelligence in Tissue and Organ Regeneration written by Chandra P. Sharma and published by Elsevier. This book was released on 2023-08-31 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Tissue and Organ Regeneration discusses the role of artificial intelligence as a highly sought-after technology in the area of organ and tissue regeneration. Certain groups have made significant progress in mass producing mini organs and organoids from stem cells utilizing such techniques. As time goes on, there will be a need to improve these procedures, protocols, regulatory guidelines, and their clinical implications. Integrates existing literature in a highly interdisciplinary area Presents comprehensive current and future perspectives, combining artificial intelligence and machine learning with organ and tissue regeneration Provides new and emerging technology that is useful in healthcare and the medical field

Intelligence Computation and Evolutionary Computation

Author : Zhenyu Du
Publisher : Springer Science & Business Media
ISBN 13 : 3642316557
Total Pages : 1040 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligence Computation and Evolutionary Computation by : Zhenyu Du

Download or read book Intelligence Computation and Evolutionary Computation written by Zhenyu Du and published by Springer Science & Business Media. This book was released on 2012-08-13 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2012 International Conference of Intelligence Computation and Evolutionary Computation (ICEC 2012) is held on July 7, 2012 in Wuhan, China. This conference is sponsored by Information Technology & Industrial Engineering Research Center. ICEC 2012 is a forum for presentation of new research results of intelligent computation and evolutionary computation. Cross-fertilization of intelligent computation, evolutionary computation, evolvable hardware and newly emerging technologies is strongly encouraged. The forum aims to bring together researchers, developers, and users from around the world in both industry and academia for sharing state-of-art results, for exploring new areas of research and development, and to discuss emerging issues facing intelligent computation and evolutionary computation.

Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing

Author : Valentina Emilia Balas
Publisher : Springer Nature
ISBN 13 : 9813349689
Total Pages : 795 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing by : Valentina Emilia Balas

Download or read book Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing written by Valentina Emilia Balas and published by Springer Nature. This book was released on 2021 with total page 795 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes selected papers presented at International Conference on Computational Intelligence, Data Science and Cloud Computing (IEM-ICDC) 2020, organized by the Department of Information Technology, Institute of Engineering & Management, Kolkata, India, during 25-27 September 2020. It presents substantial new research findings about AI and robotics, image processing and NLP, cloud computing and big data analytics as well as in cyber security, blockchain and IoT, and various allied fields. The book serves as a reference resource for researchers and practitioners in academia and industry.

Applications and Innovations in Intelligent Systems VII

Author : Richard Ellis
Publisher : Springer Science & Business Media
ISBN 13 : 144710465X
Total Pages : 346 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Applications and Innovations in Intelligent Systems VII by : Richard Ellis

Download or read book Applications and Innovations in Intelligent Systems VII written by Richard Ellis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following on from a three-year knowledge management project, seven organisations formed aco-operative group for knowledge management. This group meets through the Knowledge Management Implementers Forum (KMIF). Each of the organisations participating in this work are, by implication, interested in the development of KM. The aims of the forum are t9 exchange ideas and share experience in the areaofknowledge management. The organisations involved are: ~ British Aerospace (Samlesbury) ~ ICI ~ ICL ~ North WestWater ~ IDS Cad-Graphics ~ Liverpool John Moores University ~ NWAIAG (Blackburn College) 1.1 The Organisations Involved Each ofthe organisations has specific reasons for being involved in this project and in KM. The British Aerospace Samlesbury site is a large manufacturing site employing ground breaking technology for Europe's front line military aircraft. The factory works with a well-managed supply chain and works closely with other British Aerospace sites in the manufacture of aircraft components. It has set up a partnership with another Aerospace Company based on exchange of knowledge and therefore needs to value that knowledge. ICI is one of the UK's leading chemical companies and plays on an international stage. Changes in international supply and demand require ICI to respond quickly to market pressures. This means that the company needs to use its knowledge assets in a well managed way and put systems in place that increase the flexibility and ensure the security ofthese important assets.

Theory and Practice of Business Intelligence in Healthcare

Author : Khuntia, Jiban
Publisher : IGI Global
ISBN 13 : 1799823113
Total Pages : 322 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Theory and Practice of Business Intelligence in Healthcare by : Khuntia, Jiban

Download or read book Theory and Practice of Business Intelligence in Healthcare written by Khuntia, Jiban and published by IGI Global. This book was released on 2019-12-27 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business intelligence supports managers in enterprises to make informed business decisions in various levels and domains such as in healthcare. These technologies can handle large structured and unstructured data (big data) in the healthcare industry. Because of the complex nature of healthcare data and the significant impact of healthcare data analysis, it is important to understand both the theories and practices of business intelligence in healthcare. Theory and Practice of Business Intelligence in Healthcare is a collection of innovative research that introduces data mining, modeling, and analytic techniques to health and healthcare data; articulates the value of big volumes of data to health and healthcare; evaluates business intelligence tools; and explores business intelligence use and applications in healthcare. While highlighting topics including digital health, operations intelligence, and patient empowerment, this book is ideally designed for healthcare professionals, IT consultants, hospital directors, data management staff, data analysts, hospital administrators, executives, managers, academicians, students, and researchers seeking current research on the digitization of health records and health systems integration.

OECD Development Pathways Production Transformation Policy Review of Chile Reaping the Benefits of New Frontiers

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264288376
Total Pages : 154 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis OECD Development Pathways Production Transformation Policy Review of Chile Reaping the Benefits of New Frontiers by : OECD

Download or read book OECD Development Pathways Production Transformation Policy Review of Chile Reaping the Benefits of New Frontiers written by OECD and published by OECD Publishing. This book was released on 2018-01-09 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chile is a relatively stable, well-connected, open economy. Over the last decade the country has managed to increase its participation in global value chains and to export new products.

Artificial Intelligence Doctoral Symposium

Author : Habiba Drias
Publisher : Springer Nature
ISBN 13 : 9819944848
Total Pages : 312 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Artificial Intelligence Doctoral Symposium by : Habiba Drias

Download or read book Artificial Intelligence Doctoral Symposium written by Habiba Drias and published by Springer Nature. This book was released on 2023-08-20 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes selected papers presented during the 5th Artificial Intelligence Doctoral Symposium, AID 2022, held in Algiers, Algeria, in September 2022. The 22 presented full papers were thoroughly reviewed and selected from the 38 qualified submissions. They are organized in the following topical sections: data mining; metaheuristics and swarm intelligence; computer vision; Artificial Intelligence applications; machine and deep learning; NLP and text mining.

Smart Health

Author : Chunxiao Xing
Publisher : Springer
ISBN 13 : 3319598589
Total Pages : 260 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Smart Health by : Chunxiao Xing

Download or read book Smart Health written by Chunxiao Xing and published by Springer. This book was released on 2017-05-24 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of theInternational Conference for Smart Health, ICSH 2016, held in Haikou, Hainan, China, in December 2016. The 23 full papers presented were carefully reviewed and selected from 52 submissions.They are organized around the following topics: big data and smart health; health data analysis and management; healthcare intelligent systems and clinical practice; medical monitoring and information extraction; clinical and medical data mining.

Repurposed Drugs Targeting Cancer Signaling Pathways: Clinical Insights to Improve Oncologic Therapies

Author : Alma D. Campos-Parra
Publisher : Frontiers Media SA
ISBN 13 : 2889712397
Total Pages : 158 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Repurposed Drugs Targeting Cancer Signaling Pathways: Clinical Insights to Improve Oncologic Therapies by : Alma D. Campos-Parra

Download or read book Repurposed Drugs Targeting Cancer Signaling Pathways: Clinical Insights to Improve Oncologic Therapies written by Alma D. Campos-Parra and published by Frontiers Media SA. This book was released on 2021-08-26 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Impact of Abiotic Stresses on Agriculture: Mitigation through Climate Smart Strategies

Author : Shuvasish Choudhury
Publisher : Frontiers Media SA
ISBN 13 : 2832549446
Total Pages : 190 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis The Impact of Abiotic Stresses on Agriculture: Mitigation through Climate Smart Strategies by : Shuvasish Choudhury

Download or read book The Impact of Abiotic Stresses on Agriculture: Mitigation through Climate Smart Strategies written by Shuvasish Choudhury and published by Frontiers Media SA. This book was released on 2024-05-24 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate-smart agriculture, or CSA, is a multidimensional approach to transforming and reshaping agricultural systems to support food security under the new realities of climate change. Global changes in rainfall and temperature patterns threaten agricultural production and increase the vulnerability of people dependent on agriculture for their livelihoods, residing mostly in the world's developing countries. Climate change interrupts food markets and agro-economy, posing population-wide risks to the food supply. Threats can be minimized by increasing the resilience capacity of farmers through improving agricultural practices as well as enhancing flexibility and resource use efficiency in agricultural production systems. In order to develop a sustainable climate-smart agriculture practice, the first step is to assess the impacts of environmental constricts followed by modeling-based approaches. At the same time, an evaluation of current practices in minimizing abiotic stress in field crops is unavoidable. An assessment of the efficacy of newly developed methodologies is also of prime interest. Improvements in yield stability alone cannot generate the desired growth in the agro-economic sector; slow but steady demand for the improved food quality is also high on the priority list. So “Quality with Desired Quantity” will be a prime focus in the coming years in the agriculture sector. Policies that can influence climate-smart agriculture in the future have also been given equal importance.