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紙図書
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- 要約等... approaches to machine learning, explores vari......on can address machine learning problems and improve current methods of machine learning. Topics in thi......ental concepts and overviews of e......ent classes of learning employed in machine learning. The second ad......mputation as a machine learning technique desc......n, regression, and ensemble learning. The third par......ween evolution and neural networks, in particular......ection to deep learning, generative and adversarial mo......for supporting machine learning methods. This ......ation, design, and validation. Th......ence, finance, and other disciplines. Readers fi...
- 内容細目...ry Computation and the Reinforcement Learning Problem 4.1 Introduction 4.2 Machine Reinforcement Learning 4.2.1 Reinforcement Learning Algorithms 4.2......lel Algorithms and Hardware Accel......3.5 Discussion and Open Challenge.......4 Exploration and Temporal Credi......4.3 Discussion and Open Challenge......ility in Space and Time 4.5.1 Discussion and Open Challenge......Non-stationary and Multi-Task Env......6.1 Discussion and Open Challenge......ansformational Learning and Hierarchical D......4.7.1 Transfer Learning 4.7.2 Hierarch...... Reinforcement Learning 4.7.3 Discussion and Open Challenge......Computation as Machine Learning 5 Evolutionary Regre...
- 件名Machine learning Evolutionary computation Appr...
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- 要約等This book shows how neural networks are applied to......undamentals of neural networks and other machine learning methods in com......pplications of neural networks to a variety o......ns of the deep learning to computational mechanics
- 内容細目Part I: Machine Learning Technologies f......r 1. Computers and Network Chapte......2. Feedforward Neural Networks Chapter 3. Deep Learning Chapter 4. Mut......ally Connected Neural Networks Chapter 5. Other Neural Networks.-Chapter 6. Other Algorithms and Systems Part II Applications:...
- 件名Mechanics, Applied--Mathematics Neural networks (Computer science) Mechanics,...
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- 要約等...ligence (AI) & machine learning almanac is des......ypes. The data and areas of inter......make up the AI and machine learning arena. This re...... list creation and financial research, and as a data reso......for executives and students of all types."
- 内容細目...elligence (AI) and machine learning industry 2. Ar......elligence (AI) and machine learning industry stati......elligence (AI) and machine learning industry conta......: who they are and how they were chosen.
- 件名...--Directories. Machine learning--Directories. ......e--Statistics. Machine learning--Statistics. Information serv...
紙図書
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- 要約等What is deep learning for those who ...... recent years, machine learning, including deep learning, has begun to ......sics useful in machine learning? Conversely, is knowing machine learning useful in phys......as of physics, neural networks are derived naturally. And you can learn ......ncepts of deep learning through the wo...... foundation of machine learning can be attribu......terize various machine learning structures. St......onians defines machine learning by neural networks. Furthermore, ......hysics through machine learning and generalization......vides progress and even revolutio......ry research in machine learning and physics has been...
- 件名Physics--Data processing Machine learning Machine learning. Physics--Data processing.
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- 要約等"Quantum information and contemporary s......s are so large and complex as to ......r their understanding and control. Physi......cated as smart networks are physical s......ms interacting and reaching criticality and emergence acro......of macroscopic and microscopic st......mation theory, and computer scien......e. Statistical neural field theory and the AdS/CFT co...... theory (SNFT) and a smart networ......, criticality, and novelty emerge...... as blockchain and machine learning. Smart networks refer to the i......communications networks becoming computing networks (with self-executing code), and perhaps ultimately quantum co...
- 関連情報Between science and economics
- 掲載誌Between science and economics
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- 要約等...ntum computing and machine learning algorithms. Th...... journey into hands-on quantum machine learning (QML) through ......le in industry and research. The ......ntum mechanics and the techniques of machine learning, where concept......arious quantum machine learning algorithms, qu......dians, quantum neural networks, etc.), qubit ......an simulation, and more, finishin...... with advanced and up-to-date res......QML via Tensor Networks, and QBoost. Hands-on exercises ......ay in industry and research are i...... Google's Cirq and brand new TensorFlow Quantum, and Xanadu's Penny......ntum computing and machine learning ecosystems a...
- 件名Quantum computing Machine learning Informatique q......ge automatique Machine learning. Quantum computing.
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- 内容細目Atomic-scale representation and statistical learning of tensorial p...... hardness with machine learning methods using ......gh-dimensional neural network potent......ns Data-driven learning systems for ch......proaches Using machine learning to inform deci......ials discovery and onset of the 5th discovery pa...
- 件名Chemistry--Data processing. Machine learning.
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- 内容細目Intelligent Computing and Applications. ......ing Technology and Deep Learning Models / Souvi......iti Artificial Neural Networks in DNA Computing and Implementation......Logic Gates / Mandrita Mondal, Ku......ion Using Deep Learning / Aniruddha Sr......Application of Machine Learning Framework for ......ation Wireless Networks: Challenges and Case Studies /......owd Associated Networks (CrANs) / Rabi......ethod of Data Handling-Based Neural Network (GMDH-......, Tarun Kanti Bandyopadhyay Autom......: A Supervised Learning Approach / M S...... Reinforcement Learning With Two-State Q-Learning / Abdul Mueed Hafiz Design and Development of Neural-Fuzzy C...
- 件名Artificial intelligence--Handbooks, manuals,...... development--Handbooks, manuals, etc Intelligen...
- タイトル標目Sustainable computing and optimization
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- 内容細目...ce Environment and Feyn QGraph Mo......ve Toward Deep Learning / Vinayak Bhar...... Data: Privacy and Security Issues and Proposed Solut...... Employment of Machine Learning in Disease Det......Model Based on Machine Learning / Ayush Kumar ...... Based on Deep Learning / Siddhant Panda, Vasudha Chhe......tion Using CNN and ANN Based on Deep Learning Approach / Pri......ity Prediction and Handwriting Recognition Using Machine Learning / Vishal Patil...... Disease Using Machine Learning / Monika Gupta......pplications of Machine Learning in Healthcare.......ing Using Deep Neural Network Framew...... ASD Diagnosis and Prognosis / Tanu Wadhera, Dee...
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- 要約等...he art in deep learning (DL) methods h......n, healthcare, and automatic game...... architectures and algorithms, ut......esses notwithstanding, these powe......ny challenges, and this book pres......earity, noise, and irregularity, ......en extensively and successfully a...... in artificial neural network (ANN) ......for the design and optimization of deep neural networks (DNN). This bo......ecture design; and (3) Deep neuro......classification and object detecti......ve adversarial networks (GAN) training and adversarial at......aims to prompt and facilitate the......both in theory and in practice.
- 内容細目...ry Computation and Meta-heuristic......ins to Finance and Robots 1.3 Mul......ic Programming and Its Genome Rep......uction to Deep Neural Networks 2.1 Introducti...... 2.2 (Shallow) Neural Networks 2.2.1 Backprop......g NNs 2.3 Deep Neural Networks: What, Why and How? 2.4 Archi......ctures of Deep Networks 2.4.1 Convolutional Neural Network 2.4.1........4.2 Recurrent Neural Network 2.4.2........4.6 Recursive Neural Networks 2.5 Applications of Deep Learning 2.6 Conclusion......ne Deep Belief Networks 3.1 Introducti......cted Boltzmann Machines 3.2.2 Contras.......4 Deep Belief Networks 3.3 Meta-heuri.......6 Conclusions and Future Works 4 Automated Deve...
- 件名Neural networks (Computer science) Machine learning. Evolutionary computation.
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- 要約等...l intelligence and related techno......le development and environmentall......, applications and research, it covers all aspec...
- 内容細目...le Agriculture and Environment Ar......dels for Fruit and Vegetable Clas......ificial Neuron Networks in Intelligent......oach Part III: Machine Learning and Deep Learning Applications A...... Study of Deep Neural Networks for Unsupervised Deep Learning An Overview of Deep Learning Techniques for......ges using Deep Neural Networks in the Recogni......tage Objects A Machine Learning-based Framewor......l Intelligence and Blockchain for......ity Monitoring and Assessment: A ......ion of a Smart and Sustainable Ho......agement in IoT Networks Using Bacteria Foraging Optim...
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- 要約等...-19, a global pandemic makes us r......organizations, and societies arou......l intelligence and big data are p...... the COVID-19 pandemic. This book......ted to imaging and detective tech...... the COVID-19 pandemic and a combination ...... Data analysis and X-Ray/CT Image...... deep sensing, machine learning is interesting and useful for research and applied health......on diagnostics and reports genera......e quite useful and can be referre......by researchers and professionals working in the ...
- 内容細目... Convolutional Neural Network Interp...... CT Scans Deep Learning-Based Predicti......plainable Deep Learning Through Grad-Cam And Feature Visual......ale Supervised Learning For Publishing......rds Strategies And Tools For Effe......Water Purifier And Dispenser For ......D 19 Infection machine Learning approach Impac......on of Quantity and Nutritional Information of Fo...
- 件名...ging COVID-19 Pandemic, 2020---Da......-19--Imagerie Pandémie de COVID-19, 2020---Info...
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- 要約等...verview of how machine learning and data mining te......d for tracking and preventing dis......on approaches, and prediction of ......rence material and give tutorials......he advanced AI and ML techniques ...... the diagnosis and prediction of the diseases
- 内容細目...parative Study and Detection of COVID-19 and Related Viral ...... Deep Transfer Learning Predicting Gla......g AI Diagnosis and Analysis of Tu......e using Simple Neural Network and Deep Learning Approach for C......mages Adaptive Machine Learning Algorithm and Analytics of Big Genomic Data...
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- 要約等... an accessible and student friend...... fully revised and expanded update, Arti......ntroduction to Machine Learning, Second Editio...... accessibility and problem-solvin......g new material and methods. The b...... third section and explores evolu......ry computation and methods based ......ion comes next and provides a det......ed overview of neural networks and deep learning. The final sec......anguage understanding. Suitable f...... undergraduate and beginning grad......vides students and other readers ......key AI methods and algorithms for......uch as medical and software diagn......making, speech and text recognition, genetic ana...
- タイトル標目Chapman & Hall/CRC artificial intelligence and robotics series.
紙図書
国立国会図書館
- 要約等"Brain-machine interfacing or......is an emerging and challenging te......in engineering and neuroscience. ......nal processing and machine learning techniques for BMI/BCI and outline their practical and future applica......nce, medicine, and rehabilitation......MI/BCI methods and technologies. ......discriminative learning of connectivit......sing; transfer learning algorithms in ...... convolutional neural networks for event-rela......ure extraction and classification......sic perception and imagination using deep learning techniques; ne......mputing system and more"--Back cover.
- 内容細目Brain-computer interffaces and electroencephalogram: basics and practical issu......Mahnaz Arvaneh and Toshihisa Tana......Discriminative learning of connectivit......, Cuntai Guan, and Huijuan Yang A......to compare CSP and TSM techniques...... Simone Fiori, and Toshihisa Tana......iroshi Higashi and Toshihisa Tana......ew on transfer learning approaches in ...... S. Mihaylova, and Mahnaz Arvaneh Unsupervised learning for brain-comp......obert Müller, and Michael Tanger...... / Haider Raza and Dheeraj Rathee......rnard N'Kaoua, and Léa Pillette ......ard artificial neural networks for event-rela......z-Navarro, Fernando Quivira, James McLean, Bruna...
- 件名...cephalography. Machine Learning. Signal Processing, Computer-...
紙記事
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- 件名...ーク サポートベクターマシン Machine Learning Predicting Hor...... Racing Result Neural Network Support Vector Machine
- 並列タイトル等（連結）Predicting Horse Racing Result using Neural Network and Machine Learning
- 並列タイトル等Predicting Horse Racing Result using Neural Network and Machine Learning
紙図書
国立国会図書館
- 要約等...methodological and technological aspects and the social imp......y technologies and realize intelligent services ...
- 内容細目... of Industrial and Household IoT ......ts, structures and application in......l, Amritanjali Neural Network for Bi......an Vo Thi Ngoc Machine Learning Applications f......aly Detection: Machine Learning Applications f......ogni, Kuldeep Sandhu Deep Learning an Application......s / Dilip Shaw Machine Learning Algorithms / Namrata Dhanda, Stuti Datta, Mudrika Dhanda Motion Planni......ng Height Maps and CNN-Based Pipe Branches Detec...
紙図書
国立国会図書館全国の図書館
- 要約等...ligent robotic and drone technolo......us engineering and science fundam......ed in robotics and drone-based ap...... covering deep learning and similar models of neural network-based learning techniques emp......nt engineering and science applic......luding sensors and actuators in t......in agriculture and food processin...... flying Ad-hoc networks, and smart cities. ......duate students and professionals ......puter science, and mechanical engineering"--
- 内容細目...ture Using UAW and Deep Learning: A Systematic ......n Kumar Gupta, and Ashutosh Sriva...... Things (IoRT) and Its Manifold A......ouvik Ganguli, and Suman Lata Tri....... Smart Cities and the Use of Int......ouvik Ganguli, and Suman Lata Tri...... Intelligence, Machine Learning, and IoT in Robotic......ouvik Ganguli, and Suman Lata Tri......tem for Safety and Security in In...... O.B. Krishna, and J. Maiti Ch. 6......Grey Wolf Deep Neural Network / Chandra Sekhar Kolli......shan Ramasamy, and Gogineni Krish......, Ajay Jangra, and Gurpreet Singh...... 8. Ultrawide Band Antenna for Wi......: Applications and Challenges / Sapna Arora, Sha...
- 関連情報Smart engineering systems : design and applications
紙図書
国立国会図書館
- 内容細目...F. Apolinário and Paulo S.R. Din......s-Time Signals and Systems / Jose......polinário Jr. and Carla L. Pagli......e-Time Signals and Systems / Leonardo G. Baltar and Josef A. Nossek Random Signals and Stochastic Pro......ainho Sampling and Quantization /......ter Structures and their Implemen......Lars Wanhammar and Ya Jun Yu Mult......Elettra Venosa and Xiaofei Chen M......g / Yufang Bao and Hamid Krim Fra......rocessing / Lisandro Lovisolo and Eduardo A. B. ......n Serdar Kozat and Andrew C. Singer A...... H. Nascimento and Magno T. M. Si......ntroduction to Machine Learning / Johan A.K. Suykens Learning Theory / Ambuj Tewari and Pet...
紙図書
国立国会図書館
- 要約等...lection, in AI and environmental ......ning an understanding of complex ......-temporal data and processes. The......iangular norms and copulas, pseudo-analysis, and the introducti...... fuzzy systems and decision makin......air pollutants and meteorological......ge processing, machine learning, neural networks, swarm intelli......tal well-being and data entry err......earchers in AI and experts in environmental scie...
- 内容細目...nce Collection and decomposition ...... Convolutional Neural Networks Hyperparameter...... Fuzzy metrics and its applicatio......ion operations and distributivity......blem in Hotels and Restaurants Pa......ns Explainable machine learning prediction of ...... of primiparae and multiparae usi...... Space: Theory and Applications I......ance functions and pixel descript......ass Appraisal, and Comparison with Machine Learning Methods Conver......nal agents for learning foreign languages a survey In...