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30 produkter
30 produkter
1 000 kr
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Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow 'with' and 'without' transfer learning (including different optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists. Provides a step-by-step approach to develop deep learning models Presents case studies showing end-to-end implementation (source codes: available upon request)
Medical Imaging
Artificial Intelligence, Image Recognition, and Machine Learning Techniques
Inbunden, Engelska, 2019
2 166 kr
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Winner of the "Outstanding Academic Title" recognition by Choice for the 2020 OAT Awards. The Choice OAT Award represents the highest caliber of scholarly titles that have been reviewed by Choice and conveys the extraordinary recognition of the academic community.The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image segmentation via deep learning, mammogram mass separation, epileptic seizures, breast ultrasound images, knee joint x-ray images, bone fracture detection and labeling, and diabetic retinopathy. It also reviews 3D imaging in biomedical applications and pathological medical imaging.
1 968 kr
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Document Processing Using Machine Learning aims at presenting a handful of resources for students and researchers working in the document image analysis (DIA) domain using machine learning since it covers multiple document processing problems. Starting with an explanation of how Artificial Intelligence (AI) plays an important role in this domain, the book further discusses how different machine learning algorithms can be applied for classification/recognition and clustering problems regardless the type of input data: images or text.In brief, the book offers comprehensive coverage of the most essential topics, including:· The role of AI for document image analysis· Optical character recognition· Machine learning algorithms for document analysis· Extreme learning machines and their applications· Mathematical foundation for Web text document analysis· Social media data analysis· Modalities for document dataset generationThis book serves both undergraduate and graduate scholars in Computer Science/Information Technology/Electrical and Computer Engineering. Further, it is a great fit for early career research scientists and industrialists in the domain.
Recent Trends in Image Processing and Pattern Recognition
4th International Conference, RTIP2R 2021, Msida, Malta, December 8-10, 2021, Revised Selected Papers
Häftad, Engelska, 2022
860 kr
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This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. The 19 full papers and 14 short papers presented were carefully reviewed and selected from 84 submissions.
Recent Trends in Image Processing and Pattern Recognition
5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers
Häftad, Engelska, 2023
995 kr
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This book constitutes the refereed proceedings of the 5th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration with the Applied AI Research Laboratory of the University of South Dakota, during December 01-02, 2022.The 31 full papers included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: healthcare: medical imaging and informatics; computer vision and pattern recognition; internet of things and security; and signal processing and machine learning.
Del 164 - Lecture Notes on Data Engineering and Communications Technologies
3rd International Conference on Artificial Intelligence and Computer Vision (AICV2023), March 5–7, 2023
Häftad, Engelska, 2023
3 269 kr
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This book presents the proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision (AICV’2023) which will be held in Marrakesh, Morocco, during March 05–07, 2023. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University, Settat, Morocco, the Scientific Research Group in Egypt (SRGE), Cairo University, and the Automated Systems & Soft Computing Lab (ASSCL), Prince Sultan University, Riyadh, Saudi Arabia. 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, sentiment analysis, and recommendation systems, and software-defined network and telecommunication.
Del 2026 - Communications in Computer and Information Science
Recent Trends in Image Processing and Pattern Recognition
6th International Conference, RTIP2R 2023, Derby, UK, December 7–8, 2023, Revised Selected Papers, Part I
Häftad, Engelska, 2024
995 kr
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This book constitutes the refereed proceedings of the 6th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2023, held in Derby, UK, during December 2023, in collaboration with the Applied AI Research Lab at the University of South Dakota.The 62 full papers included in this book were carefully reviewed and selected from 216 submissions. The papers are organized in the following topical sections:Volume I:Artificial intelligence and applied machine learning; applied image processing and pattern recognition; and biometrics and applications.Volume II:Healthcare informatics; pattern recognition in blockchain, IOT, cyber plus network security, and cryptography.
Recent Trends in Image Processing and Pattern Recognition
6th International Conference, RTIP2R 2023, Derby, UK, December 7–8, 2023, Revised Selected Papers, Part II
Häftad, Engelska, 2024
966 kr
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This book constitutes the refereed proceedings of the 6th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2023, held in Derby, UK, during December 2023, in collaboration with the Applied AI Research Lab at the University of South Dakota.The 62 full papers included in this book were carefully reviewed and selected from 216 submissions. The papers are organized in the following topical sections:Volume I:Artificial intelligence and applied machine learning; applied image processing and pattern recognition; and biometrics and applications.Volume II:Healthcare informatics; pattern recognition in blockchain, IOT, cyber plus network security, and cryptography.
Soft Computing and Its Engineering Applications
5th International Conference, icSoftComp 2023, Changa, Anand, India, December 7–9, 2023, Revised Selected Papers, Part II
Häftad, Engelska, 2024
830 kr
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The two-volume proceedings constitutes the refereed proceedings of the 5th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2023, held in Changa, Anand, India, in December 2023. The 42 full papers and 2 short papers included in this book were carefully reviewed and selected from 351 submissions.
Soft Computing and Its Engineering Applications
5th International Conference, icSoftComp 2023, Changa, Anand, India, December 7–9, 2023, Revised Selected Papers, Part I
Häftad, Engelska, 2024
885 kr
Skickas inom 10-15 vardagar
The two-volume proceedings constitutes the refereed proceedings of the 5th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2023, held in Changa, Anand, India, in December 2023. The 42 full papers and 2 short papers included in this book were carefully reviewed and selected from 351 submissions. They are organized in topical sections as follows: Volume number 2020: Theory and Methods; Systems and ApplicationsVolume number 2031: Systems and Applications; Hybrid Techniques.
Del 2430 - Communications in Computer and Information Science
Soft Computing and Its Engineering Applications
6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10–12, 2024, Revised Selected Papers, Part I
Häftad, Engelska, 2025
1 747 kr
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The two-volume proceedings set CCIS 2430-2431 constitutes the revised selected papers of the 6th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2024, held in Bangkok, Thailand, during December 10–12, 2024.The 58 full papers and 3 short papers included in this book were carefully reviewed and selected from 501 submissions. They were organized in topical sections as follows: Part I : Theory and Methods.Part II : Theory and Methods; Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
Del 2431 - Communications in Computer and Information Science
Soft Computing and Its Engineering Applications
6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10–12, 2024, Revised Selected Papers, Part II
Häftad, Engelska, 2025
1 324 kr
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The two-volume proceedings set CCIS 2430-2431 constitutes the revised selected papers of the 6th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2024, held in Bangkok, Thailand, during December 10–12, 2024.The 58 full papers and 3 short papers included in this book were carefully reviewed and selected from 501 submissions. They were organized in topical sections as follows: Part I: Theory and Methods.Part II: Theory and Methods; Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
Del 2621 - Communications in Computer and Information Science
Applied Artificial Intelligence
First International Conference, 2AI 2024, Solan, India, July 2–4, 2024, Proceedings
Häftad, Engelska, 2025
995 kr
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The proceedings focus on AI for Healthcare, AI for Business and Finance, AI for Defense and Information Security, AI for Agriculture, AI for Education.
- Nyhet
4th International Conference on Artificial Intelligence and Smart Data Science (AISDS'2025)
Volume 1 AI and Computer Vision
Häftad, Engelska, 2026
2 793 kr
Kommande
This book covers cutting-edge research and practical applications in Computer Vision, Healthcare, Optimization, Security, and Emerging AI Models. From medical imaging and autonomous robotics to secure IoT systems and next-generation networks, it’s an essential resource for researchers, professionals, and students driving innovation in AI
- Nyhet
4th International Conference on Artificial Intelligence and Smart Data Science (AISDS'2025)
Volume 2 AI and Data Science
Häftad, Engelska, 2026
2 793 kr
Kommande
This book includes the outcomes of the 4th International Conference on Artificial Intelligence and Smart Data Science AISDS 2025.From big data analytics uncovering hidden patterns to predictive modeling shaping climate, health, and industry forecasts, AI is transforming every sector. Advances in sentiment analysis, healthcare diagnostics, workflow optimization, and smart recommender systems are redefining how we learn, heal, and connect. The future is intelligent—are you ready to lead it?
- Nyhet
Soft Computing and Its Engineering Applications
7th International Conference, icSoftComp 2025, Hanoi, Vietnam, December 9–11, 2025, Proceedings, Part II
Häftad, Engelska, 2026
742 kr
Kommande
This three-volume set CCIS 2873-2875 constitutes the revised selected papers of the 7th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2025, held in Hanoi, Vietnam, during December 9–11, 2025.The 105 full papers and 7 Short papers included in these volumes were carefully reviewed and selected from 710 submissions. They were organized in topical sections as follows:Part I: Theory and Methods.Part II: Theory and Methods; Systems and Applications.Part III: Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
Recent Trends in Image Processing and Pattern Recognition
First International Conference, RTIP2R 2016, Bidar, India, December 16–17, 2016, Revised Selected Papers
Häftad, Engelska, 2017
556 kr
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This book constitutes the refereed proceedings of the First International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2016, held in Bidar, Karnataka, India, in December 2016. The 39 revised full papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on document analysis; pattern analysis and machine learning; image analysis; biomedical image analysis; biometrics.
Document Image Analysis
Current Trends and Challenges in Graphics Recognition
Inbunden, Engelska, 2018
1 105 kr
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The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined. The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.
1 105 kr
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The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition.
Del 60 - Lecture Notes on Data Engineering and Communications Technologies
COVID-19: Prediction, Decision-Making, and its Impacts
Häftad, Engelska, 2020
1 392 kr
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The book aims to outline the issues of AI and COVID-19, involving predictions,medical support decision-making, and possible impact on human life. Starting withmajor COVID-19 issues and challenges, it takes possible AI-based solutions forseveral problems, such as public health surveillance, early (epidemic) prediction,COVID-19 positive case detection, and robotics integration against COVID-19.Beside mathematical modeling, it includes the necessity of changes in innovationsand possible COVID-19 impacts. The book covers a clear understanding of AI-driven tools and techniques, where pattern recognition, anomaly detection, machinelearning, and data analytics are considered. It aims to include the wide range ofaudiences from computer science and engineering to healthcare professionals.
Artificial Intelligence and Machine Learning in Public Healthcare
Opportunities and Societal Impact
Häftad, Engelska, 2021
775 kr
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It also helps find ways in which we can measure possible consequences and societal impacts by taking the following factors into account: open public health issues and common AI solutions (with multiple case studies, such as TB and SARS: COVID-19), AI in sustainable health care, AI in precision medicine and data privacy issues.
556 kr
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To make AI solutions commercialized/fully functional, one requires trustworthy and explainable AI (XAI) solutions while respecting ethical issues. Within the scope of biometrics, the book aims at both revisiting ethical AI principles by taking into account state-of-the-art AI-guided tools and their responsibilities i.e., responsible AI.
Artificial Intelligence for Human Fertility: Trends, Insights, and Predictions
Inbunden, Engelska, 2025
1 907 kr
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Del 1191 - Lecture Notes in Electrical Engineering
Advances in Artificial-Business Analytics and Quantum Machine Learning
Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 1
Häftad, Engelska, 2024
1 855 kr
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This book presents select proceedings of the 3rd International Conference on “Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects” (Com-IT-Con 2023) held at the Manav Rachna University in July 2023.
1 747 kr
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It typically includes model selection, parameter tuning and optimization, use of pre-trained models and transfer learning, right use of limited data, model interpretability and explainability, feature engineering and autoML robustness and security, and computational cost – efficiency and scalability.
1 747 kr
Skickas inom 10-15 vardagar
It typically includes model selection, parameter tuning and optimization, use of pre-trained models and transfer learning, right use of limited data, model interpretability and explainability, feature engineering and autoML robustness and security, and computational cost – efficiency and scalability.
Advances in Artificial-Business Analytics and Quantum Machine Learning
Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2
Inbunden, Engelska, 2024
2 181 kr
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The book presents select proceedings of the 3rd International Conference on “Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects” (Com-IT-Con 2023) held at the Manav Rachna University in July 2023.
Advances in Artificial-Business Analytics and Quantum Machine Learning
Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2
Häftad, Engelska, 2025
2 181 kr
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The book presents select proceedings of the 3rd International Conference on “Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects” (Com-IT-Con 2023) held at the Manav Rachna University in July 2023. It covers the topics such as artificial intelligence and business analytics, virtual/augmented reality, quantum information systems, cybersecurity, data science, and machine learning. The book is useful for researchers and professionals interested in the broad field of artificial intelligence engineering.
501 kr
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Future epidemics are inevitable, and it takes months and even years to collect fully annotated data. The sheer magnitude of data required for machine learning algorithms, spanning both shallow and deep structures, raises a fundamental question: how big data is big enough to effectively tackle future epidemics? In this context, active learning, often referred to as human or expert-in-the-loop learning, becomes imperative, enabling machines to commence learning from day one with minimal labeled data. In unsupervised learning, the focus shifts toward constructing advanced machine learning models like deep structured networks that autonomously learn over time, with human or expert intervention only when errors occur and for limited data—a process we term mentoring. In the context of Covid-19, this book explores the use of deep features to classify data into two clusters (0/1: Covid-19/non-Covid-19) across three distinct datasets: cough sound, Computed Tomography (CT) scan, and chest x-ray (CXR). Not to be confused, our primary objective is to provide a strong assertion on how active learning could potentially be used to predict disease from any upcoming epidemics. Upon request (education/training purpose), GitHub source codes are provided.