Advances In Machine Intelligence And Computer Science Applications

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Advances in Machine Intelligence and Computer Science Applications

Noureddine Aboutabit,Mohamed Lazaar,Imad Hafidi
Advances in Machine Intelligence and Computer Science Applications Book PDF

Author : Noureddine Aboutabit,Mohamed Lazaar,Imad Hafidi
Publisher : Springer Nature
Page : 375 pages
File Size : 50,9 Mb
Release : 2023-04-06
Category : Computers
ISBN : 9783031293139

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Advances in Machine Intelligence and Computer Science Applications by Noureddine Aboutabit,Mohamed Lazaar,Imad Hafidi Pdf

This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing scientific works and contributions in the literature. This book identifies original research in new directions and advances focused on multidisciplinary areas and closely related to the use of artificial intelligence in applications of computer science, communication, and technology. The present book contains selected and extended high-quality papers of the 1st international conference on Machine Intelligence and Computer Science Applications (ICMICSA’2022). It is the result of a reviewed, evaluated, and presented work in ICMICSA’2022 held on November 28–29, 2022, in Khouribga, Morocco.

Advances in Artificial Intelligence

James C. Bezdek
Advances in Artificial Intelligence Book PDF

Author : James C. Bezdek
Publisher : World Scientific
Page : 240 pages
File Size : 46,6 Mb
Release : 1990
Category : Computers
ISBN : 9810205252

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Advances in Artificial Intelligence by James C. Bezdek Pdf

Presents extensions of papers reported in the proceedings of the 1989 SPIE symposium. In the applications group articles cover the use of expert systems in computer aided education, hydrocarbon (oil) exploration, satellite image analysis for oceanography, particle beam accelerator tuning, design of internal combustion engines. Papers in the theory group cover theories, algorithms, architectures and software tools that can be used for modules within future systems.

Machine Learning

Roger Inge,Jan Leif
Machine Learning Book PDF

Author : Roger Inge,Jan Leif
Publisher : Nova Publishers
Page : 0 pages
File Size : 53,9 Mb
Release : 2017
Category : Machine learning
ISBN : 1536125709

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Machine Learning by Roger Inge,Jan Leif Pdf

In chapter one, Lei Jia, PhD and Hua Gao, PhD analyze machine learning applications in small molecule and macromolecule drug discovery and development while comparing the similarities and differences between the two. They also examine their advantages and limitations with the intent to encourage further creative machine learning applications in drug discovery and development. During chapter two, Oscar Claveria, Enric Monte, and Salvador Torra present a study on the extrapolative performance of several machine learning models in a multiple-input multiple-output setting that permits cross-correlation between the inputs. Bojan Ploj, Germano Resconi, and Ali Yaghoubi parallel the solution of a system by logic gates and by a neural network, in which considerations are computed by the designated one step method during chapter three. In chapter four, Loris Nannia, Nicolò Zaffonatoa, Christian Salvatoreb, Isabella Castiglionib, and the Alzheimers Disease Neuroimaging Initiative propose a method that could aid in the early diagnosis of Alzheimers disease. Afterwards, F. Dornaika and I. Kamal Aldine present and experimentally assess two non-linear data self-representativeness coding schemes based on Hilbert space and column generation. Lastly, Christos Chrysoulas, Grigorios Kalliatakis, and Georgios Stamatiadis give an overview of Apache Hadoop, an open-source software framework used to distribute storage and process big data using the MapReduce programming model.

Artificial Intelligence

Luis Carlos Rabelo Mendizabal
Artificial Intelligence Book PDF

Author : Luis Carlos Rabelo Mendizabal
Publisher : Unknown
Page : 0 pages
File Size : 43,6 Mb
Release : 2017-11
Category : Artificial intelligence
ISBN : 1536126772

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Artificial Intelligence by Luis Carlos Rabelo Mendizabal Pdf

After decades of basic research and more promises than impressive applications, artificial intelligence (AI) is starting to deliver benefits. A convergence of advances is motivating this new surge of AI development and applications. Computer capability as it has evolved from high throughput and high performance computing systems is increasing. AI models and operations research adaptations are becoming more mature, and the world is breeding big data not only from the web and social media but also from the Internet of Things. Organizations around the world have been realizing that there are substantial performance gains and increases in productivity for the use of AI and predictive analytics techniques. Their use is bringing a new era of breakthrough innovation and opportunities. This book, compiles research insights and applications in diverse areas such as manufacturing, supply chain management, pricing, autonomous vehicles, healthcare, ecommerce, and aeronautics. Using classical and advanced tools in AI such as deep learning, particle swarm optimization, support vector machines and genetic programming among others. This is a very distinctive book which discusses important applications using a variety of paradigms from AI and outlines some of the research to be performed. The work supersedes similar books that do not cover as diversified a set of sophisticated applications. The authors present a comprehensive and articulated view of recent developments, identifies the applications gap by quoting from the experience of experts, and details suggested research areas. Artificial Intelligence: Advances in Research and Applications guides the reader through an intuitive understanding of the methodologies and tools for building and modeling intelligent systems. The book's coverage is broad, starting with clustering techniques with unsupervised ensemble learning, where the optimal combination strategy of individual partitions is robust in comparison to the selection of an algorithmic clustering pool. This is followed by a case in a parallel-distributed simulator using deep learning for its configuration. Chapter Three presents a case for autonomous vehicles. Chapter Four discusses the novel use of genetic algorithms with support vector machines. Chapters Five through Thirteen focus on the applications. The book discusses how the use of AI can allow for productivity development and other benefits not just for businesses, but also for economies. Finally, you can find an interesting investigation of the transhuman dimension of AI.

Emerging Artificial Intelligence Applications in Computer Engineering

Ilias G. Maglogiannis
Emerging Artificial Intelligence Applications in Computer Engineering Book PDF

Author : Ilias G. Maglogiannis
Publisher : IOS Press
Page : 420 pages
File Size : 51,8 Mb
Release : 2007
Category : Computers
ISBN : 9781586037802

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Emerging Artificial Intelligence Applications in Computer Engineering by Ilias G. Maglogiannis Pdf

Provides insights on how computer engineers can implement artificial intelligence (AI) in real world applications. This book presents practical applications of AI.

Advances in Computer Science for Engineering and Education IV

Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Advances in Computer Science for Engineering and Education IV Book PDF

Author : Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He
Publisher : Springer Nature
Page : 468 pages
File Size : 53,9 Mb
Release : 2021-07-21
Category : Technology & Engineering
ISBN : 9783030804725

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Advances in Computer Science for Engineering and Education IV by Zhengbing Hu,Sergey Petoukhov,Ivan Dychka,Matthew He Pdf

This book comprises high-quality refereed research papers presented at the Fourth International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2021), held in Kyiv, Ukraine, on January 23–24, 2021, organized jointly by the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, National Aviation University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in computer science, artificial intelligence, engineering techniques, genetic coding systems, deep learning with its medical applications, and knowledge representation with its applications in education. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education.

Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities

Chakraborty, Shouvik,Mali, Kalyani
Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition Emerging Research and Opportunities Book PDF

Author : Chakraborty, Shouvik,Mali, Kalyani
Publisher : IGI Global
Page : 271 pages
File Size : 53,5 Mb
Release : 2020-03-13
Category : Computers
ISBN : 9781799827382

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Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities by Chakraborty, Shouvik,Mali, Kalyani Pdf

Computer vision and object recognition are two technological methods that are frequently used in various professional disciplines. In order to maintain high levels of quality and accuracy of services in these sectors, continuous enhancements and improvements are needed. The implementation of artificial intelligence and machine learning has assisted in the development of digital imaging, yet proper research on the applications of these advancing technologies is lacking. Applications of Advanced Machine Intelligence in Computer Vision and Object Recognition: Emerging Research and Opportunities explores the theoretical and practical aspects of modern advancements in digital image analysis and object detection as well as its applications within healthcare, security, and engineering fields. Featuring coverage on a broad range of topics such as disease detection, adaptive learning, and automated image segmentation, this book is ideally designed for engineers, physicians, researchers, academicians, practitioners, scientists, industry professionals, scholars, and students seeking research on the current developments in object recognition using artificial intelligence.

Empowering Artificial Intelligence Through Machine Learning

Nedunchezhian Raju,M. Rajalakshmi,Dinesh Goyal,S. Balamurugan,Ahmed A. Elngar,Bright Kesawn
Empowering Artificial Intelligence Through Machine Learning Book PDF

Author : Nedunchezhian Raju,M. Rajalakshmi,Dinesh Goyal,S. Balamurugan,Ahmed A. Elngar,Bright Kesawn
Publisher : CRC Press
Page : 264 pages
File Size : 44,7 Mb
Release : 2022-06-16
Category : Computers
ISBN : 9781000089424

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Empowering Artificial Intelligence Through Machine Learning by Nedunchezhian Raju,M. Rajalakshmi,Dinesh Goyal,S. Balamurugan,Ahmed A. Elngar,Bright Kesawn Pdf

This new volume, Empowering Artificial intelligence Through Machine Learning: New Advances and Applications, discusses various new applications of machine learning, a subset of the field of artificial intelligence. Artificial intelligence is considered to be the next-big-game changer in research and technology, The volume looks at how computing has enabled machines to learn, making machine and tools become smarter in many sectors, including science and engineering, healthcare, finance, education, gaming, security, and even agriculture, plus many more areas. Topics include techniques and methods in artificial intelligence for making machines intelligent, machine learning in healthcare, using machine learning for credit card fraud detection, using artificial intelligence in education using gaming and automatization with courses and outcomes mapping, and much more. The book will be valuable to professionals, faculty, and students in electronics and communication engineering, telecommunication engineering, network engineering, computer science and information technology.

Advances in Computer Science for Engineering and Education

Zhengbing Hu,Ivan Dychka,Sergey Petoukhov,Matthew He
Advances in Computer Science for Engineering and Education Book PDF

Author : Zhengbing Hu,Ivan Dychka,Sergey Petoukhov,Matthew He
Publisher : Springer Nature
Page : 548 pages
File Size : 48,8 Mb
Release : 2022-04-27
Category : Computers
ISBN : 9783031048128

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Advances in Computer Science for Engineering and Education by Zhengbing Hu,Ivan Dychka,Sergey Petoukhov,Matthew He Pdf

This book contains high-quality refereed research papers presented at the Fifth International Conference on Computer Science, Engineering, and Education Applications (ICCSEEA2022), which took place in Kyiv, Ukraine, on February 21–22, 2022, and was organized by the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute," National Aviation University, and the International Research Association of Modern Education and Computer Science. State-of-the-art studies in computer science, artificial intelligence, engineering methodologies, genetic coding systems, deep learning with medical applications, and knowledge representation with educational applications are among the topics covered in the book. For academics, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and its applications in engineering and education, this book is a valuable resource.

Advanced Computer Science Applications

Karan Singh,Latha Banda,Manisha Manjul
Advanced Computer Science Applications Book PDF

Author : Karan Singh,Latha Banda,Manisha Manjul
Publisher : CRC Press
Page : 410 pages
File Size : 51,5 Mb
Release : 2023-09-15
Category : Computers
ISBN : 9781000839517

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Advanced Computer Science Applications by Karan Singh,Latha Banda,Manisha Manjul Pdf

This new book brings together the most recent trends related to AI, machine learning, and network security. The chapters cover diverse topics on machine learning algorithms and security analytics, AI and machine learning, and ntework security applications. The volume presents a survey of speculative parallelism techniques, performance reviews, and efficient power consumption. The book also covers the concepts of IoT, security early detection for COVID-19, multimetric geoprahpical routing in VANETs, V2X communication in VANET, and optimization of congestion control scheme for VANETs. This book is a comprehensive take on recent applications and advancement in the field of computer science and will be of value to scientists, researchers, faculty, and students involved in research in the area of AI, machine learning, and network security.

Computational Intelligence

Dinesh C.S. Bisht,Mangey Ram
Computational Intelligence Book PDF

Author : Dinesh C.S. Bisht,Mangey Ram
Publisher : Walter de Gruyter GmbH & Co KG
Page : 280 pages
File Size : 45,5 Mb
Release : 2020-08-10
Category : Technology & Engineering
ISBN : 9783110671353

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Computational Intelligence by Dinesh C.S. Bisht,Mangey Ram Pdf

Computational intelligence (CI) lies at the interface between engineering and computer science; control engineering, where problems are solved using computer-assisted methods. Thus, it can be regarded as an indispensable basis for all artificial intelligence (AI) activities. This book collects surveys of most recent theoretical approaches focusing on fuzzy systems, neurocomputing, and nature inspired algorithms. It also presents surveys of up-to-date research and application with special focus on fuzzy systems as well as on applications in life sciences and neuronal computing.

Advances in Artificial Intelligence, Computation, and Data Science

Tuan D. Pham,Hong Yan,Muhammad W. Ashraf,Folke Sjöberg
Advances in Artificial Intelligence Computation and Data Science Book PDF

Author : Tuan D. Pham,Hong Yan,Muhammad W. Ashraf,Folke Sjöberg
Publisher : Springer Nature
Page : 373 pages
File Size : 49,5 Mb
Release : 2021-07-12
Category : Science
ISBN : 9783030699512

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Advances in Artificial Intelligence, Computation, and Data Science by Tuan D. Pham,Hong Yan,Muhammad W. Ashraf,Folke Sjöberg Pdf

Artificial intelligence (AI) has become pervasive in most areas of research and applications. While computation can significantly reduce mental efforts for complex problem solving, effective computer algorithms allow continuous improvement of AI tools to handle complexity—in both time and memory requirements—for machine learning in large datasets. Meanwhile, data science is an evolving scientific discipline that strives to overcome the hindrance of traditional skills that are too limited to enable scientific discovery when leveraging research outcomes. Solutions to many problems in medicine and life science, which cannot be answered by these conventional approaches, are urgently needed for society. This edited book attempts to report recent advances in the complementary domains of AI, computation, and data science with applications in medicine and life science. The benefits to the reader are manifold as researchers from similar or different fields can be aware of advanced developments and novel applications that can be useful for either immediate implementations or future scientific pursuit. Features: Considers recent advances in AI, computation, and data science for solving complex problems in medicine, physiology, biology, chemistry, and biochemistry Provides recent developments in three evolving key areas and their complementary combinations: AI, computation, and data science Reports on applications in medicine and physiology, including cancer, neuroscience, and digital pathology Examines applications in life science, including systems biology, biochemistry, and even food technology This unique book, representing research from a team of international contributors, has not only real utility in academia for those in the medical and life sciences communities, but also a much wider readership from industry, science, and other areas of technology and education.

Machine Learning and Its Applications

Georgios Paliouras,Vangelis Karkaletsis,Constantine D. Spyropoulos
Machine Learning and Its Applications Book PDF

Author : Georgios Paliouras,Vangelis Karkaletsis,Constantine D. Spyropoulos
Publisher : Springer Science & Business Media
Page : 334 pages
File Size : 40,8 Mb
Release : 2001-08-01
Category : Computers
ISBN : 9783540424901

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Machine Learning and Its Applications by Georgios Paliouras,Vangelis Karkaletsis,Constantine D. Spyropoulos Pdf

In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers. This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.

Machine Learning and Data Science

Prateek Agrawal,Charu Gupta,Anand Sharma,Vishu Madaan,Nisheeth Joshi
Machine Learning and Data Science Book PDF

Author : Prateek Agrawal,Charu Gupta,Anand Sharma,Vishu Madaan,Nisheeth Joshi
Publisher : John Wiley & Sons
Page : 276 pages
File Size : 40,6 Mb
Release : 2022-07-25
Category : Computers
ISBN : 9781119776475

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Machine Learning and Data Science by Prateek Agrawal,Charu Gupta,Anand Sharma,Vishu Madaan,Nisheeth Joshi Pdf

MACHINE LEARNING AND DATA SCIENCE Written and edited by a team of experts in the field, this collection of papers reflects the most up-to-date and comprehensive current state of machine learning and data science for industry, government, and academia. Machine learning (ML) and data science (DS) are very active topics with an extensive scope, both in terms of theory and applications. They have been established as an important emergent scientific field and paradigm driving research evolution in such disciplines as statistics, computing science and intelligence science, and practical transformation in such domains as science, engineering, the public sector, business, social science, and lifestyle. Simultaneously, their applications provide important challenges that can often be addressed only with innovative machine learning and data science algorithms. These algorithms encompass the larger areas of artificial intelligence, data analytics, machine learning, pattern recognition, natural language understanding, and big data manipulation. They also tackle related new scientific challenges, ranging from data capture, creation, storage, retrieval, sharing, analysis, optimization, and visualization, to integrative analysis across heterogeneous and interdependent complex resources for better decision-making, collaboration, and, ultimately, value creation.

Cognitive Computing Systems

Vishal Jain,Akash Tayal,Jaspreet Singh,Arun Solanki
Cognitive Computing Systems Book PDF

Author : Vishal Jain,Akash Tayal,Jaspreet Singh,Arun Solanki
Publisher : CRC Press
Page : 0 pages
File Size : 54,6 Mb
Release : 2021-05-10
Category : Computers
ISBN : 9781000164404

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Cognitive Computing Systems by Vishal Jain,Akash Tayal,Jaspreet Singh,Arun Solanki Pdf

This new volume, Cognitive Computing Systems: Applications and Technological Advancements, explores the emerging area of artificial intelligence that encompasses machine self-learning, human-computer interaction, natural language processing, data mining and more. It introduces cognitive computing systems, highlights their key applications, discusses the technologies used in cognitive systems, and explains underlying models and architectures. Focusing on scientific work for real-world applications, each chapter presents the use of cognitive computing and machine learning in specific application areas. These include the use of speech recognition technology, application of neural networks in construction management, elevating competency in education, comprehensive health monitoring systems, predicting type 2 diabetes, applications for smart agricultural technology, human resource management, and more. With chapters from knowledgeable researchers in the area of artificial intelligence, cognitive computing, and allied areas, this book will be an asset for researchers, faculty, advances students, and industry professionals in many fields.