عنوان

Artificial neural networks and machine learning -- ICANN 2018 :

شابک

3030014177

شابک

3030014185

شابک

3030014193

شابک

9783030014179

شابک

9783030014186

شابک

9783030014193

شابک اشتباه

9783030014179

عنوان اصلي

Artificial neural networks and machine learning -- ICANN 2018 :

نام عام مواد

[Book]

ساير اطلاعات عنواني

27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings.

نام نخستين پديدآور

Věra Kůrková, Yannis Manolopoulos, Barbara Hammer, Lazaros Iliadis, Ilias Maglogiannis (eds.).

مشخصه جلد

Part I /

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (xliii, 824 pages) :

ساير جزييات

illustrations.

عنوان فروست

Lecture notes in computer science ;

عنوان فروست

LNCS sublibrary. SL 1, Theoretical computer science and general issues

مشخصه جلد

11139

متن يادداشت

Includes author index.

متن يادداشت

International conference proceedings.

متن يادداشت

Intro -- Preface -- Organization -- Keynote Talks -- Cognitive Phase Transitions in the Cerebral Cortex -- John Taylor Memorial Lecture -- On the Deep Learning Revolution in Computer Vision -- From Machine Learning to Machine Diagnostics -- Multimodal Deep Learning in Biomedical Image Analysis -- Contents -- Part I -- Contents -- Part II -- Contents -- Part III -- CNN/Natural Language -- Fast CNN Pruning via Redundancy-Aware Training -- 1 Introduction -- 2 Related Work -- 3 Redundancy-Aware Training -- 3.1 Pruning Weights During Training -- 3.2 Model Partition -- 4 Evaluation

متن يادداشت

3.3 Processing New Graphs -- 3.4 Channels -- 4 Experimental Setup -- 4.1 Synthetic Dataset -- 4.2 Real-World Datasets -- 5 Conclusion -- References -- A Histogram of Oriented Gradients for Broken Bars Diagnosis in Squirrel Cage Induction Motors -- Abstract -- 1 Introduction -- 2 Theoretical Background -- 2.1 The Histogram of Oriented Gradients as a Feature Descriptor -- 3 The HOG-MLP Method for Broken Bars Detection -- 4 Experimental Results -- 4.1 Analysis of Parameters for the Proposed Method -- 4.2 Fault Detection Using HOG, MLP and Bayesian Approach -- 5 Conclusions -- Acknowledgments

متن يادداشت

4.1 Compression Result and Time Efficiency -- 4.2 Ablation Study -- 5 Conclusion -- References -- Two-Stream Convolutional Neural Network for Multimodal Matching -- 1 Introduction -- 2 Related Work -- 3 Two-Stream CNN -- 3.1 Network Architecture -- 3.2 Network Learning -- 4 Experiment -- 4.1 Datasets and Evaluation Metrics -- 4.2 Implementation Details -- 4.3 Experimental Results -- 5 Conclusion -- References -- Kernel Graph Convolutional Neural Networks -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Patch Extraction and Normalization -- 3.2 Graph Processing

متن يادداشت

4.1 Convolutional Neural Network Model -- 4.2 Residual Convolutional Neural Network Model -- 5 Results and Discussion -- 6 Conclusion -- References -- A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future Locations -- 1 Introduction -- 2 Related Work -- 3 Theoretical Background -- 3.1 Semantic Trajectories -- 3.2 Convolutional Neural Networks (CNNs) -- 4 CNNs for Semantic Trajectories -- Our Approach -- 5 Evaluation -- 6 Conclusion -- References -- Neural Networks for Multi-lingual Multi-label Document Classification -- 1 Introduction -- 2 Related Work

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018. The papers presented in these volumes was carefully reviewed and selected from total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State Networks, Brain Inspired Computing, Chaotic Complex Models, Clustering, Mining, Exploratory Analysis, Coding Architectures, Complex Firing Patterns, Convolutional Neural Networks, Deep Learning (DL), DL in Real Time Systems, DL and Big Data Analytics, DL and Big Data, DL and Forensics, DL and Cybersecurity, DL and Social Networks, Evolving Systems - Optimization, Extreme Learning Machines, From Neurons to Neuromorphism, From Sensation to Perception, From Single Neurons to Networks, Fuzzy Modeling, Hierarchical ANN, Inference and Recognition, Information and Optimization, Interacting with The Brain, Machine Learning (ML), ML for Bio Medical systems, ML and Video-Image Processing, ML and Forensics, ML and Cybersecurity, ML and Social Media, ML in Engineering, Movement and Motion Detection, Multilayer Perceptrons and Kernel Networks, Natural Language, Object and Face Recognition, Recurrent Neural Networks and Reservoir Computing, Reinforcement Learning, Reservoir Computing, Self-Organizing Maps, Spiking Dynamics/Spiking ANN, Support Vector Machines, Swarm Intelligence and Decision-Making, Text Mining, Theoretical Neural Computation, Time Series and Forecasting, Training and Learning.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030014186

شماره استاندارد بين المللي کتاب و موسيقي

9783030014179

شماره استاندارد بين المللي کتاب و موسيقي

9783030014193

موضوع مستند نشده

Neural networks (Computer science), Congresses.

موضوع مستند نشده

Algorithm Analysis and Problem Complexity.

موضوع مستند نشده

Artificial Intelligence.

موضوع مستند نشده

Computer Systems Organization and Communication Networks.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Information Systems and Communication Service.

موضوع مستند نشده

Systems and Data Security.

موضوع مستند نشده

Algorithms & data structures.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer networking & communications.

موضوع مستند نشده

Computer security.

موضوع مستند نشده

Computers-- Computer Graphics.

موضوع مستند نشده

Computers-- Hardware-- General.

موضوع مستند نشده

Computers-- Intelligence (AI) & Semantics.

موضوع مستند نشده

Computers-- Online Services-- General.

موضوع مستند نشده

Computers-- Programming-- Algorithms.

موضوع مستند نشده

Computers-- Security-- General.

موضوع مستند نشده

Image processing.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

COM004000

موضوع مستند نشده

TJFM1

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Hammer, Barbara,1970-

مستند نام اشخاص تاييد نشده

Iliadis, Lazaros S.

مستند نام اشخاص تاييد نشده

Kůrková, V., (Vera),1948-

مستند نام اشخاص تاييد نشده

Maglogiannis, Ilias G.

مستند نام اشخاص تاييد نشده

Manolopoulos, Yannis,1957-

مستند نام تنالگان تاييد نشده

International Conference on Artificial Neural Networks (European Neural Network Society)(27th :2018 :, Rhodes, Greece)

تاريخ عمليات

20200823072948.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y