Advances And Applications In Deep Learning

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Advances And Applications In Deep Learning
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Author : Marco Antonio Aceves-Fernandez
language : en
Publisher:
Release Date :
Advances And Applications In Deep Learning written by Marco Antonio Aceves-Fernandez and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Advanced Applications Of Nlp And Deep Learning In Social Media Data
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Author : Abd El-Latif, Ahmed A.
language : en
Publisher: IGI Global
Release Date : 2023-06-05
Advanced Applications Of Nlp And Deep Learning In Social Media Data written by Abd El-Latif, Ahmed A. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-05 with Computers categories.
Social media platforms are one of the main generators of textual data where people around the world share their daily life experiences and information with online society. The social, personal, and professional lives of people on these social networking sites generate not only a huge amount of data but also open doors for researchers and academicians with numerous research opportunities. This ample amount of data needs advanced machine learning, deep learning, and intelligent tools and techniques to receive, process, and interpret the information to resolve real-life challenges and improve the online social lives of people. Advanced Applications of NLP and Deep Learning in Social Media Data bridges the gap between natural language processing (NLP), advanced machine learning, deep learning, and online social media. It hopes to build a better and safer social media space by making human language available on different social media platforms intelligible for machines with the blessings of AI. Covering topics such as machine learning-based prediction, emotion recognition, and high-dimensional text clustering, this premier reference source is an essential resource for OSN service providers, psychiatrists, psychologists, clinicians, sociologists, students and educators of higher education, librarians, researchers, and academicians.
Exploring Psychology Social Innovation And Advanced Applications Of Machine Learning
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Author : Raygoza-L., Maria E.
language : en
Publisher: IGI Global
Release Date : 2025-03-06
Exploring Psychology Social Innovation And Advanced Applications Of Machine Learning written by Raygoza-L., Maria E. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-06 with Computers categories.
Machine learning (ML algorithms can be used to better understand human behavior in its various developmental stages and to assist in addressing psychological issues. Additionally, in the realm of mental health and well-being, algorithms can assist with early detection of disorders and customization of treatments as well as personalize recommendations and suggestions based on user behavior. By focusing on user experience and usability, ML may be used to address challenges faced by private enterprises and social issues. Exploring Psychology, Social Innovation and Advanced Applications of Machine Learning explores the relationships between human psychology and machine learning technology, enabling researchers to delve into areas such as user interface design, ethics in artificial intelligence, and the social impact of algorithms. Furthermore, it promotes interdisciplinary collaboration by bringing together perspectives from different fields, which could stimulate new research and innovative approaches in the field of machine learning. Covering topics such as industrial processes, digital therapy, and machine vision, this book is an excellent resource for psychologists, computer scientists, engineers, healthcare practitioners, educators, business leaders, policymakers, professionals, researchers, scholars, academicians, and more.
Advanced Application Technology For Plant Protection Sensing Modelling Spraying System And Equipment
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Author : Changyuan Zhai
language : en
Publisher: Frontiers Media SA
Release Date : 2023-03-28
Advanced Application Technology For Plant Protection Sensing Modelling Spraying System And Equipment written by Changyuan Zhai and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-28 with Science categories.
International Conference On Neural Computing For Advanced Applications
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Author : Haijun Zhang
language : en
Publisher: Springer Nature
Release Date : 2023-08-29
International Conference On Neural Computing For Advanced Applications written by Haijun Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-29 with Computers categories.
The two-volume set CCIS 1869 and 1870 constitutes the refereed proceedings of the 4th International Conference on Neural Computing for Advanced Applications, NCAA 2023, held in Hefei, China, in July 2023. The 83 full papers and 1 short paper presented in these proceedings were carefully reviewed and selected from 211 submissions. The papers have been organized in the following topical sections: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Machine learning and deep learning for data mining and data-driven applications; Computational intelligence, nature-inspired optimizers, and their engineering applications; Deep learning-driven pattern recognition, computer vision and its industrial applications; Natural language processing, knowledge graphs, recommender systems, and their applications; Neural computing-based fault diagnosis and forecasting, prognostic management, and cyber-physical system security; Sequence learning for spreading dynamics, forecasting, and intelligent techniques against epidemic spreading (2); Applications of Data Mining, Machine Learning and Neural Computing in Language Studies; Computational intelligent Fault Diagnosis and Fault-Tolerant Control, and Their Engineering Applications; and Other Neural computing-related topics.
Neural Computing For Advanced Applications
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Author : Haijun Zhang
language : en
Publisher: Springer Nature
Release Date : 2024-09-21
Neural Computing For Advanced Applications written by Haijun Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-21 with Computers categories.
This book constitutes the refereed proceedings of the 5th International Conference on Neural Computing for Advanced Applications, NCAA 2024, held in Guilin, China, during July 5–7, 2024. The 89 revised full papers presented in these proceedings were carefully reviewed and selected from 227 submissions. The papers are organized in the following topical sections: Part I: Neural network (NN) theory, NN-based control systems, neuro-system integration and engineering applications; Computer vision, and their engineering applications. Part II: Computational intelligence, nature-inspired optimizers, their engineering applications, and benchmarks. Part III: Natural language processing, knowledge graphs, recommender systems, multimodal Deep Learning, and their applications; Fault diagnosis and forecasting, prognostic management, Time-series analysis, and cyber-physical system security.
Database Systems For Advanced Applications
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Author : Makoto Onizuka
language : en
Publisher: Springer Nature
Release Date : 2024-10-26
Database Systems For Advanced Applications written by Makoto Onizuka and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Mathematics categories.
The seven-volume set LNCS 14850-14856 constitutes the proceedings of the 29th International Conference on Database Systems for Advanced Applications, DASFAA 2024, held in Gifu, Japan, in July 2024. The total of 147 full papers, along with 85 short papers, presented together in this seven-volume set was carefully reviewed and selected from 722 submissions. Additionally, 14 industrial papers, 18 demo papers and 6 tutorials are included. The conference presents papers on subjects such as: Part I: Spatial and temporal data; database core technology; federated learning. Part II: Machine learning; text processing. Part III: Recommendation; multi-media. Part IV: Privacy and security; knowledge base and graphs. Part V: Natural language processing; large language model; time series and stream data. Part VI: Graph and network; hardware acceleration. Part VII: Emerging application; industry papers; demo papers.
Advanced Deep Learning Techniques For Natural Language Understanding A Comprehensive Guide
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-09
Advanced Deep Learning Techniques For Natural Language Understanding A Comprehensive Guide written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Computers categories.
Immerse yourself in the transformative power of deep learning in natural language processing (NLP) with "Advanced Deep Learning Techniques for Natural Language Understanding: A Comprehensive Guide." This all-encompassing volume unravels the complexities of NLP, offering readers a thorough exploration of how cutting-edge deep learning methodologies can be harnessed to comprehend and generate human language with unprecedented precision and efficiency. From the foundational principles of NLP and the underlying mathematical frameworks of deep learning to the practical applications of state-of-the-art models in text classification, machine translation, and more, this guide covers every aspect. Whether you are a novice eager to embark on your NLP journey, a practitioner keen to expand your expertise, or a researcher aspiring to explore the latest advancements, this book delivers the essential knowledge, examples, and insights you require. "Advanced Deep Learning Techniques for Natural Language Understanding: A Comprehensive Guide" is more than a technical manual; it is a gateway to the future of communication, offering a lucid and engaging overview of the most popular deep learning frameworks, the development and deployment of models, and the ethical considerations in NLP. With this guide, you will: - Grasp the core principles and challenges of NLP. - Master the mathematical foundations necessary for creating sophisticated models. - Explore the functionalities of different deep learning frameworks such as TensorFlow, PyTorch, and Keras. - Implement word embeddings and vectorization techniques for text analysis. - Dive into sequence modeling, attention mechanisms, and transformers to refine your NLP models. - Discover practical solutions for real-world applications and the potential of generative models for text. Prepare to embark on a comprehensive journey through the landscape of NLP, equipped with the tools and knowledge to leverage the power of deep learning. "Advanced Deep Learning Techniques for Natural Language Understanding: A Comprehensive Guide" is your essential resource for unlocking the potential of language, transforming how machines understand us and how we interact with the digital world.
Smart Card Research And Advanced Applications
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Author : Shivam Bhasin
language : en
Publisher: Springer Nature
Release Date : 2024-02-22
Smart Card Research And Advanced Applications written by Shivam Bhasin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-22 with Computers categories.
This book constitutes the proceedings of the 22nd International Conference on Smart Card Research and Advanced Applications, CARDIS 2023, held in Amsterdam, The Netherlands, during November 14–16, 2023. The 13 full papers presented in this volume were carefully reviewed and selected from 28 submissions. They were organized in topical sections as follows: fault attacks; side-channel analysis; smartcards & efficient Implementations; and side-channel & neural networks.
Advanced Applications In Heat Exchanger Technologies
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Author : Sunil Kumar
language : en
Publisher: CRC Press
Release Date : 2025-08-13
Advanced Applications In Heat Exchanger Technologies written by Sunil Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-13 with Science categories.
Advanced Applications in Heat Exchanger Technologies presents the most recent developments in enhancing heat exchanger performance, reliability, and resilience, including the implementation of Artificial Intelligence, Machine Learning, and Additive Manufacturing. Covering the essential parts of many commercial endeavors, ranging from aerospace to marine applications to oil-and-gas, the book discusses various heat exchanger types and interdisciplinary industry applications. It encompasses several different techniques, such as nanofluids, microchannel heat exchangers, computer modeling, advanced manufacturing, and optimization. The book addresses real-world concerns that impact long-term heat exchanger performance and dependability such as fouling, corrosion prevention, and maintenance measures. This book is intended for researchers and graduate students who are interested in heat exchangers R&D and the diverse range of industrial applications of heat exchanger technologies in contemporary practice.