Intelligent Computing & Optimization : Proceedings of the 4th International Conference on Intelligent Computing and Optimization 2021 (ICO2021)
Intelligent Computing & Optimization : Proceedings of the 4th International Conference on Intelligent Computing and Optimization 2021 (ICO2021)
edited by Pandian Vasant, Ivan Zelinka, Gerhard-Wilhelm Weber
- First edition 2022
- 1 recurso en línea (XXIV, 1006 páginas) 436 ilustraciones, 338 ilustraciones a color
- Lecture Notes in Networks and Systems 371 2367-3389 .
Low-Light Image Enhancement with Artificial Bee Colony Method -- Optimal State-Feedback Controller Design for Tractor Active Suspension System via Lévy-Flight Intensified Current Search Algorithm -- The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher -- Adaptive harmony search for cost optimization of reinforced concrete columns -- Best Traffic Signs Recognition Based on CNN Model for Self-Driving Cars -- Optimisation and Prediction of Glucose Production from Oil Palm trunk via Simultaneous Enzymatic Hydrolysis -- Synthetic data augmentation of cycling sport training datasets -- Optimal Compensation of Bouc-Wen model hysteresis using square dither -- Hybrid Pooling Based Convolutional Neural Network for Multi-class Classification of MR Brain Tumor Images -- Importance of Fuzzy Logic in Traffic and Transportation Engineering -- A Fuzzy Based Clustering Approach to Prolong the Network Lifetime in WSNs -- Visual Expression Analysis from Face Images Using Morphological Processing -- Detection of invertebrate virus carriers using deep learning networks to prevent emerging pandemic-prone disease in tropical regions -- Classification and detection of Plant Leaf Diseases using various Deep Learning techniques and Convolutional Neural Network -- Distributed Self-triggered Optimization for Multi-agent Systems -- Automatic Categorization of News Articles and Headlines using Multi-layer Perceptron -- Using Machine Learning Techniques for Estimating the Electrical Power of a New-Style of Savonius Rotor: A Comparative Study -- Tree-like Branching Network for Multi-class Classification -- Multi-Resolution Dense Residual Networks with High- Modularization for Monocular Depth Estimation -- A Decentralized Federated Learning paradigm for Semantic Segmentation of Geospatial Data -- Development of Contact Angle Prediction for Cellulosic Membrane -- Feature Engineering Based Credit Card Fraud Detection for Risk Minimization in E-Commerce -- DCNN-LSTM Based Audio Classification Combining Multiple Feature Engineering and Data Augmentation Techniques -- Sentiment Analysis: Developing an Efficient Model Based on Machine Learning and Deep Learning Approaches -- Improved Face Detection System -- Paddy Price Prediction in the South-Western Region of Bangladesh -- Paddy Disease Prediction Using Convolutional Neural Network -- Android Malware Detection System: A Machine Learning and Deep Learning based Multilayered Approach.
This book of Springer Nature is another proof of Springer's outstanding and greatness on the lively interface of Smart Optimization, Computational Science, Human Intelligence and Machine Learning! It is a Master Piece of what our community of Academics and Experts can provide when an Interdisciplinary Approach of Joint, Mutual and Deep Learning is supported by Modern Mathematics and Experience of the World-Leader Springer Nature! Fourth edition of International Conference on Intelligent Computing and Optimization took place at December 30-31, 2021, via ZOOM. Objective was to celebrate "Compassion and Wisdom" with researchers, scholars, experts and investigators in Intelligent Computing and Optimization worldwide, to share knowledge, experience, innovation-marvelous opportunity for discourse and mutuality by novel research, invention and creativity. This proceedings book of ICO'2021 is published by Springer Nature-Quality Label of Excellence.
9783030932473
10.1007/978-3-030-93247-3 doi
Inteligencia artificial--Congresos y asambleas
Redes informáticas--Medidas de seguridad--Congresos y asambleas
Redes neuronales artificiales--Congresos y asambleas
Q342 / 2022 EB
Low-Light Image Enhancement with Artificial Bee Colony Method -- Optimal State-Feedback Controller Design for Tractor Active Suspension System via Lévy-Flight Intensified Current Search Algorithm -- The Artificial Intelligence Platform with the Use of DNN to Detect Flames: A Case of Acoustic Extinguisher -- Adaptive harmony search for cost optimization of reinforced concrete columns -- Best Traffic Signs Recognition Based on CNN Model for Self-Driving Cars -- Optimisation and Prediction of Glucose Production from Oil Palm trunk via Simultaneous Enzymatic Hydrolysis -- Synthetic data augmentation of cycling sport training datasets -- Optimal Compensation of Bouc-Wen model hysteresis using square dither -- Hybrid Pooling Based Convolutional Neural Network for Multi-class Classification of MR Brain Tumor Images -- Importance of Fuzzy Logic in Traffic and Transportation Engineering -- A Fuzzy Based Clustering Approach to Prolong the Network Lifetime in WSNs -- Visual Expression Analysis from Face Images Using Morphological Processing -- Detection of invertebrate virus carriers using deep learning networks to prevent emerging pandemic-prone disease in tropical regions -- Classification and detection of Plant Leaf Diseases using various Deep Learning techniques and Convolutional Neural Network -- Distributed Self-triggered Optimization for Multi-agent Systems -- Automatic Categorization of News Articles and Headlines using Multi-layer Perceptron -- Using Machine Learning Techniques for Estimating the Electrical Power of a New-Style of Savonius Rotor: A Comparative Study -- Tree-like Branching Network for Multi-class Classification -- Multi-Resolution Dense Residual Networks with High- Modularization for Monocular Depth Estimation -- A Decentralized Federated Learning paradigm for Semantic Segmentation of Geospatial Data -- Development of Contact Angle Prediction for Cellulosic Membrane -- Feature Engineering Based Credit Card Fraud Detection for Risk Minimization in E-Commerce -- DCNN-LSTM Based Audio Classification Combining Multiple Feature Engineering and Data Augmentation Techniques -- Sentiment Analysis: Developing an Efficient Model Based on Machine Learning and Deep Learning Approaches -- Improved Face Detection System -- Paddy Price Prediction in the South-Western Region of Bangladesh -- Paddy Disease Prediction Using Convolutional Neural Network -- Android Malware Detection System: A Machine Learning and Deep Learning based Multilayered Approach.
This book of Springer Nature is another proof of Springer's outstanding and greatness on the lively interface of Smart Optimization, Computational Science, Human Intelligence and Machine Learning! It is a Master Piece of what our community of Academics and Experts can provide when an Interdisciplinary Approach of Joint, Mutual and Deep Learning is supported by Modern Mathematics and Experience of the World-Leader Springer Nature! Fourth edition of International Conference on Intelligent Computing and Optimization took place at December 30-31, 2021, via ZOOM. Objective was to celebrate "Compassion and Wisdom" with researchers, scholars, experts and investigators in Intelligent Computing and Optimization worldwide, to share knowledge, experience, innovation-marvelous opportunity for discourse and mutuality by novel research, invention and creativity. This proceedings book of ICO'2021 is published by Springer Nature-Quality Label of Excellence.
9783030932473
10.1007/978-3-030-93247-3 doi
Inteligencia artificial--Congresos y asambleas
Redes informáticas--Medidas de seguridad--Congresos y asambleas
Redes neuronales artificiales--Congresos y asambleas
Q342 / 2022 EB