Proceedings Of The 2nd International Conference On Recent Trends In Machine Learning Iot Smart Cities And Applications

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Springer Nature
Page : 821 pages
File Size : 47,5 Mb
Release : 2022-01-10
Category : Technology & Engineering
ISBN : 9789811664076

Get Book

Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by Vinit Kumar Gunjan,Jacek M. Zurada Pdf

This book contains original, peer-reviewed research articles from the Second International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications, held in March 28-29th 2021 at CMR Institute of Technology, Hyderabad, Telangana India. It covers the latest research trends and developments in areas of machine learning, artificial intelligence, neural networks, cyber-physical systems, cybernetics, with emphasis on applications in smart cities, Internet of Things, practical data science and cognition. The book focuses on the comprehensive tenets of artificial intelligence, machine learning and deep learning to emphasize its use in modelling, identification, optimization, prediction, forecasting and control of future intelligent systems. Submissions were solicited of unpublished material, and present in-depth fundamental research contributions from a methodological/application perspective in understanding artificial intelligence and machine learning approaches and their capabilities in solving a diverse range of problems in industries and its real-world applications.

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Springer Nature
Page : 998 pages
File Size : 46,7 Mb
Release : 2020-10-17
Category : Technology & Engineering
ISBN : 9789811572340

Get Book

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by Vinit Kumar Gunjan,Jacek M. Zurada Pdf

This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.

Author : Vinit Kumar Gunjan,Jacek M. Zurada
Publisher : Unknown
Page : 0 pages
File Size : 47,9 Mb
Release : 2022
Category : Electronic
ISBN : 9811664080

Get Book

Proceedings of the 2nd International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by Vinit Kumar Gunjan,Jacek M. Zurada Pdf

This book contains original, peer-reviewed research articles from the Second International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications, held in March 2021 at CMR Institute of Technology, Hyderabad, Telangana India. It covers the latest research trends and developments in areas of machine learning, artificial intelligence, neural networks, cyber-physical systems, cybernetics, with emphasis on applications in smart cities, Internet of Things, practical data science and cognition. The book focuses on the comprehensive tenets of artificial intelligence, machine learning and deep learning to emphasize its use in modelling, identification, optimization, prediction, forecasting and control of future intelligent systems. Submissions were solicited of unpublished material, and present in-depth fundamental research contributions from a methodological/application perspective in understanding artificial intelligence and machine learning approaches and their capabilities in solving a diverse range of problems in industries and its real-world applications.

Author : Mohammad Shamsul Arefin
Publisher : Springer Nature
Page : 1053 pages
File Size : 52,6 Mb
Release : 2024-06-06
Category : Electronic
ISBN : 9789819989379

Get Book

Proceedings of the 2nd International Conference on Big Data, IoT and Machine Learning by Mohammad Shamsul Arefin Pdf

Author : Mohammed A. Al-Sharafi,Mostafa Al-Emran,Mohammed Naji Al-Kabi,Khaled Shaalan
Publisher : Springer Nature
Page : 703 pages
File Size : 53,7 Mb
Release : 2022-12-12
Category : Technology & Engineering
ISBN : 9783031204296

Get Book

Proceedings of the 2nd International Conference on Emerging Technologies and Intelligent Systems by Mohammed A. Al-Sharafi,Mostafa Al-Emran,Mohammed Naji Al-Kabi,Khaled Shaalan Pdf

This book sheds light on the recent research directions in intelligent systems and their applications. It involves four main themes: artificial intelligence and data science, recent trends in software engineering, emerging technologies in education, and intelligent health informatics. The discussion of the most recent designs, advancements, and modifications of intelligent systems, as well as their applications, is a key component of the chapters contributed to the aforementioned subjects.

Author : Amit Kumar,Vinit Kumar Gunjan,Yu-Chen Hu,Sabrina Senatore
Publisher : Springer Nature
Page : 436 pages
File Size : 55,7 Mb
Release : 2023-09-16
Category : Computers
ISBN : 9789819920587

Get Book

Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications by Amit Kumar,Vinit Kumar Gunjan,Yu-Chen Hu,Sabrina Senatore Pdf

This book includes peer reviewed articles from the 4th International Conference on Data Science, Machine Learning and Applications, 2022, held at the Hyderabad Institute of Technology & Management on 26-27th December, India. ICDSMLA is one of the most prestigious conferences conceptualized in the field of Data Science & Machine Learning offering in-depth information on the latest developments in Artificial Intelligence, Machine Learning, Soft Computing, Human Computer Interaction, and various data science & machine learning applications. It provides a platform for academicians, scientists, researchers and professionals around the world to showcase broad range of perspectives, practices, and technical expertise in these fields. It offers participants the opportunity to stay informed about the latest developments in data science and machine learning.

Author : Amit Kumar,Gheorghita Ghinea,Suresh Merugu,Takako Hashimoto
Publisher : Springer Nature
Page : 899 pages
File Size : 49,9 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9789811923500

Get Book

Proceedings of the International Conference on Cognitive and Intelligent Computing by Amit Kumar,Gheorghita Ghinea,Suresh Merugu,Takako Hashimoto Pdf

This book presents original, peer-reviewed select articles from the International Conference on Cognitive & Intelligent Computing (ICCIC – 2021), held on December 11–12, 2021, at Hyderabad, India. The proceedings has cutting edge Research outcome related to Machine learning in control applications, Soft computing, Pattern Recognition, Decision Support Systems, Text analytics and NLP, Statistical Learning, Neural Network Learning, Learning Through Fuzzy Logic, Learning Through Evolution (Evolutionary Algorithms), Reinforcement Learning, Multi-Strategy Learning, Cooperative Learning, Planning And Learning, Multi-Agent Learning, Online And Incremental Learning, Scalability Of Learning Algorithms, Inductive Learning, Inductive Logic Programming, Bayesian Networks, Support Vector Machines, Case-Based Reasoning, Multi-Agent Systems, Human–Computer Interaction, Data Mining and Knowledge Discovery, Knowledge Management and Networks, Data Intensive Computing Architecture, Medicine, Health, Bioinformatics, and Systems Biology, Industrial and Engineering Applications, Security Applications, Smart Cities, Game Playing and Problem Solving, Intelligent Virtual Environments, Economics, Business, And Forecasting Applications. Articles in the book are carefully selected on the basis of their application orientation. The content is expected to be especially useful for Professionals, Researchers, Research students working in the area of cognitive and intelligent computing.

Author : Vinit Kumar Gunjan
Publisher : Springer Nature
Page : 792 pages
File Size : 44,9 Mb
Release : 2024-06-06
Category : Electronic
ISBN : 9789819994427

Get Book

Proceedings of 4th International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by Vinit Kumar Gunjan Pdf

Author : Vinit Kumar Gunjan,Mohd Dilshad Ansari,Mohammed Usman,ThiDieuLinh Nguyen
Publisher : Springer Nature
Page : 415 pages
File Size : 40,8 Mb
Release : 2024-01-08
Category : Technology & Engineering
ISBN : 9783031099557

Get Book

Modern Approaches in IoT and Machine Learning for Cyber Security by Vinit Kumar Gunjan,Mohd Dilshad Ansari,Mohammed Usman,ThiDieuLinh Nguyen Pdf

This book examines the cyber risks associated with Internet of Things (IoT) and highlights the cyber security capabilities that IoT platforms must have in order to address those cyber risks effectively. The chapters fuse together deep cyber security expertise with artificial intelligence (AI), machine learning, and advanced analytics tools, which allows readers to evaluate, emulate, outpace, and eliminate threats in real time. The book’s chapters are written by experts of IoT and machine learning to help examine the computer-based crimes of the next decade. They highlight on automated processes for analyzing cyber frauds in the current systems and predict what is on the horizon. This book is applicable for researchers and professionals in cyber security, AI, and IoT.

Author : Vinit Kumar Gunjan,Jacek M. Zurada,Ninni Singh
Publisher : Springer Nature
Page : 337 pages
File Size : 44,6 Mb
Release : 2024-01-13
Category : Technology & Engineering
ISBN : 9783031430091

Get Book

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough by Vinit Kumar Gunjan,Jacek M. Zurada,Ninni Singh Pdf

This book provides a systematic and comprehensive overview of cognitive intelligence and AI-enabled IoT ecosystem and machine learning, capable of recognizing the object pattern in complex and large data sets. A remarkable success has been experienced in the last decade by emulating the brain–computer interface. It presents the applied cognitive science methods and AI-enabled technologies that have played a vital role at the core of practical solutions for a wide scope of tasks between handheld apps and industrial process control, autonomous vehicles, IoT, intelligent learning environment, game theory, human computer interaction, environmental policies, life sciences, playing computer games, computational theory, and engineering development. The book contains contents highlighting artificial neural networks that are analogous to the networks of neurons that comprise the brain and have given computers the ability to distinguish an image of a cat from one of a coconut, to spot pedestrians with enough accuracy to direct a self-driving car, and to recognize and respond to the spoken word. The chapters in this book focus on audiences interested in artificial intelligence, machine learning, fuzzy, cognitive and neurofuzzy-inspired computational systems, their theories, mechanisms, and architecture, which underline human and animal behavior, and their application to conscious and intelligent systems. In the current version, it focuses on the successful implementation and step-by-step execution and explanation of practical applications of the domain. It also offers a wide range of inspiring and interesting cutting-edge contributions on applications of machine learning, artificial intelligence, and cognitive science such as healthcare products, AI-enabled IoT, gaming, medical, and engineering. Overall, this book provides valuable information on effective, cutting-edge techniques, and approaches for students, researchers, practitioners, and academics in the field of machine learning and cognitive science. Furthermore, the purpose of this book is to address the interests of a broad spectrum of practitioners, students, and researchers, who are interested in applying machine learning and cognitive science methods in their respective domains.

Author : Pethuru Raj,P Beaulah Soundarabai,Peter Augustine
Publisher : CRC Press
Page : 343 pages
File Size : 40,8 Mb
Release : 2023-10-03
Category : Computers
ISBN : 9781000960310

Get Book

Machine Intelligence by Pethuru Raj,P Beaulah Soundarabai,Peter Augustine Pdf

Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human machine interfaces (HMIs), and intelligent machines. Machines that can see and perceive can bring forth deeper and decisive acceleration, automation, and augmentation capabilities to businesses as well as people in their everyday assignments. Machine vision is becoming a reality because of advancements in the computer vision and device instrumentation spaces. Machines are increasingly software-defined. That is, vision-enabling software and hardware modules are being embedded in new-generation machines to be self-, surroundings, and situation-aware. Machine Intelligence emphasizes computer vision and natural language processing as drivers of advances in machine intelligence. The book examines these technologies from the algorithmic level to the applications level. It also examines the integrative technologies enabling intelligent applications in business and industry. Features: Motion images object detection over voice using deep learning algorithms Ubiquitous computing and augmented reality in HCI Learning and reasoning in Artificial Intelligence Economic sustainability, mindfulness, and diversity in the age of artificial intelligence and machine learning Streaming analytics for healthcare and retail domains Covering established and emerging technologies in machine vision, the book focuses on recent and novel applications and discusses state-of-the-art technologies and tools.

Author : Athanasios Spyridakos
Publisher : Springer Nature
Page : 179 pages
File Size : 41,6 Mb
Release : 2023-08-16
Category : Business & Economics
ISBN : 9783031348921

Get Book

Multicriteria Decision Aid and Resource Management by Athanasios Spyridakos Pdf

This book is focused on the application of methodological approaches and systems of multiple criteria decision analysis (MCDA) in the field of resource management. Resource management constitutes a major challenge of modern times. The book comprehensively examines cases of human resources, material resources and natural resources in particular. It focuses on the efficient utilization of these resources to achieve sustainability of economic, environmental and social aspects. Also, the book presents methodological tools which aim to support the decision making at operational, executive and strategic levels.The book presents recent results of scientific research in the field of MCDA and its applications to resource management. It investigates the resource management challenges and introduces innovative methodological approaches and systems for addressing these resources management issues.

Author : Ravichander Janapati,Usha Desai,Shrirang Ambaji Kulkarni,Shubham Tayal
Publisher : CRC Press
Page : 331 pages
File Size : 55,5 Mb
Release : 2023-09-22
Category : Computers
ISBN : 9781000906295

Get Book

Human-Machine Interface Technology Advancements and Applications by Ravichander Janapati,Usha Desai,Shrirang Ambaji Kulkarni,Shubham Tayal Pdf

Human–Machine Interface Technology Advancements and Applications focuses on analysis, design, and evaluation perspectives in HMI technological breakthroughs and applications. It covers a wide range of ideas, methodologies, approaches, and instruments to give the reader a thorough understanding of the field's current academic and industry practice and debate. Physical, cognitive, social, and emotional factors are all considered in the work, which is exemplified by key application fields such as aerospace, automobile, medicine, and defense. This book covers AI and machine learning methodologies as well as biological signals and HMI applications. Nanotechnology, user interface design, and interactive systems are also featured. The MATLAB approach to signal processing applications is also included. This book discusses advances in the field of human–machine interfaces and provides practical knowledge in biomedical signal processing, AI, and machine learning. It discusses augmented reality/virtual reality-based HMI applications. It examines advances in nanotechnology, user interface design, and interactive systems. This book is intended to serve as a research guide that will both inform readers about the fundamentals of HMI from academic and industrial perspectives and provide a glimpse into how human-centered designers, such as engineers and human factors specialists, will attempt to design and develop human–machine systems in the future.

Author : Pradeep Singh,Deepak Singh,Vivek Tiwari,Sanjay Misra
Publisher : Springer Nature
Page : 885 pages
File Size : 55,6 Mb
Release : 2023-05-15
Category : Technology & Engineering
ISBN : 9789819900473

Get Book

Machine Learning and Computational Intelligence Techniques for Data Engineering by Pradeep Singh,Deepak Singh,Vivek Tiwari,Sanjay Misra Pdf

This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves to be a valuable resource for those in academia and industry.

Author : Mukesh Saraswat,Chandreyee Chowdhury,Chintan Kumar Mandal,Amir H. Gandomi
Publisher : Springer Nature
Page : 946 pages
File Size : 51,6 Mb
Release : 2023-02-16
Category : Technology & Engineering
ISBN : 9789811966316

Get Book

Proceedings of International Conference on Data Science and Applications by Mukesh Saraswat,Chandreyee Chowdhury,Chintan Kumar Mandal,Amir H. Gandomi Pdf

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2022), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from 26 to 27 March 2022. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.