Integration Of Information Extraction With Machine Learning Techniques For Text Mining
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Integration Of Information Extraction With Machine Learning Techniques For Text Mining
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Author : A. Christy
language : en
Publisher: Vandana Publications
Release Date :
Integration Of Information Extraction With Machine Learning Techniques For Text Mining written by A. Christy and has been published by Vandana Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Text Mining is a convergent field of Data Mining which deals with extracting relevant and useful part of the information from unstructured text documents and storing them in the structured form. The research work on Information Extraction started in 1979, by a Ph.D thesis submitted at Yale University. But, Information Extraction has got its focus only in 1990s by a series of Message Understanding Conferences conducted by US defense group, DARPA. Information Extraction is preferred by researchers because of its ability to extract specific part of the information with its timely delivery to decision makers and end-users. Information Extraction focusses on extracting the entities and facts from technical websites. The technical web pages often exist in the semi-structured form, in which each and every part of the content is stored as a block of information. Existing Supervised and Unsupervised learning algorithms are reviewed and new algorithms are proposed and implemented for extracting facts and entities from technical websites.
Synergizing Ai Devops And Deep Learning Integrating Nlp For Next Generation Innovations
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Author : Venkata Mohit Tamanampudi
language : en
Publisher: Libertatem Media Private Limited
Release Date : 2023-04-12
Synergizing Ai Devops And Deep Learning Integrating Nlp For Next Generation Innovations written by Venkata Mohit Tamanampudi and has been published by Libertatem Media Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-12 with Computers categories.
This book explores the powerful intersection of Artificial Intelligence (AI), DevOps, Natural Language Processing (NLP), and Deep Learning, focusing on how these technologies can be combined to build more efficient, automated, and intelligent systems. It delves into the principles behind AI and DevOps, offering a roadmap for integrating these practices to enable continuous delivery and automation of machine learning models. NLP is highlighted as a critical technology that bridges human-computer interaction, while Deep Learning provides the backbone for powerful, data-driven decision-making systems. Readers will gain practical insights into building scalable systems, utilizing AI-driven DevOps pipelines, and integrating NLP for developing smart, interactive applications. The book will provide real-world examples and step-by-step guides for adopting cutting-edge AI/ML methodologies with the speed and agility of DevOps processes, making it an essential read for data scientists, AI engineers, and DevOps practitioners.
The Semantic Web Research And Applications
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Author : Elena Simperl
language : en
Publisher: Springer
Release Date : 2012-05-24
The Semantic Web Research And Applications written by Elena Simperl and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-24 with Computers categories.
This book constitutes the refereed proceedings of the 9th Extended Semantic Web Conference, ESWC 2012, held in Heraklion, Crete, Greece, in May 2012. The 53 revised full papers presented were carefully reviewed and selected from 212 submissions. They are organized in tracks on linked open data, machine learning, natural language processing and information retrieval, ontologies, reasoning, semantic data management, services, processes, and cloud computing, social Web and Web science, in-use and industrial, digital libraries and cultural heritage, and e-government. The book also includes 13 PhD papers presented at the PhD Symposium.
Proceedings Of The International Conference On Artificial Intelligence And Computer Vision Aicv2020
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Author : Aboul-Ella Hassanien
language : en
Publisher: Springer Nature
Release Date : 2020-03-23
Proceedings Of The International Conference On Artificial Intelligence And Computer Vision Aicv2020 written by Aboul-Ella Hassanien and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-23 with Technology & Engineering categories.
This book presents the proceedings of the 1st International Conference on Artificial Intelligence and Computer Visions (AICV 2020), which took place in Cairo, Egypt, from April 8 to 10, 2020. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into sections, covering the following topics: swarm-based optimization mining and data analysis, deep learning and applications, machine learning and applications, image processing and computer vision, intelligent systems and applications, and intelligent networks.
Machine Learning Ecml 2001
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Author : Luc de Raedt
language : en
Publisher: Springer
Release Date : 2003-06-30
Machine Learning Ecml 2001 written by Luc de Raedt and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-30 with Computers categories.
This book constitutes the refereed proceedings of the 12th European Conference on Machine Learning, ECML 2001, held in Freiburg, Germany, in September 2001. The 50 revised full papers presented together with four invited contributions were carefully reviewed and selected from a total of 140 submissions. Among the topics covered are classifier systems, naive-Bayes classification, rule learning, decision tree-based classification, Web mining, equation discovery, inductive logic programming, text categorization, agent learning, backpropagation, reinforcement learning, sequence prediction, sequential decisions, classification learning, sampling, and semi-supervised learning.
Information Retrieval In Biomedicine Natural Language Processing For Knowledge Integration
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Author : Prince, Violaine
language : en
Publisher: IGI Global
Release Date : 2009-03-31
Information Retrieval In Biomedicine Natural Language Processing For Knowledge Integration written by Prince, Violaine and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-03-31 with Computers categories.
"This book provides relevant theoretical frameworks and the latest empirical research findings in biomedicine information retrieval as it pertains to linguistic granularity"--Provided by publisher.
Current Trends In Database Technology Edbt 2006
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Author : Torsten Grust
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-10-10
Current Trends In Database Technology Edbt 2006 written by Torsten Grust and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-10 with Computers categories.
This book constitutes the thoroughly refereed joint post-proceedings of nine workshops held as part of the 10th International Conference on Extending Database Technology, EDBT 2006, held in Munich, Germany in March 2006. The 70 revised full papers presented were selected from numerous submissions during two rounds of reviewing and revision.
Encyclopedia Of Bioinformatics And Computational Biology
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Author :
language : en
Publisher: Elsevier
Release Date : 2018-08-21
Encyclopedia Of Bioinformatics And Computational Biology written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-21 with Medical categories.
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
Machine Intelligence And Big Data Analytics For Cybersecurity Applications
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Author : Yassine Maleh
language : en
Publisher: Springer Nature
Release Date : 2020-12-14
Machine Intelligence And Big Data Analytics For Cybersecurity Applications written by Yassine Maleh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-14 with Computers categories.
This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today’s IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.
Merged Methods
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Author : Giampietro Gobo
language : en
Publisher: SAGE
Release Date : 2021-10-27
Merged Methods written by Giampietro Gobo and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-27 with Social Science categories.
A new turn in mixed methods research is here: merged methods. This provocative book offers a novel analysis of current mixed methods research, complicating traditional approaches and challenging existing techniques. Moving beyond the binary quantitative-qualitative distinction, the book presents methodologically grounded ways to merge methods in social research and integrate interpretive and structural approaches in one instrument or procedure. The book: Considers the importance of merging both epistemologies and methodologies. Showcases eight merged methods research approaches, from the Delphi method to multimodal content analysis. Explores the opportunities for merging methods using computational techniques, such as text mining. This innovative book is a must-read for any postgraduate student or researcher across the social sciences wanting to develop their understanding of mixed methods research.