Search Results - "evolutionary computation"
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Hybrid Artificial Intelligent Systems : 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013 : proceedings
Published: Springer, 2013Contents: “…Bio-inspired Models and Evolutionary Computation.…”Description: 1 online resource (xx, 691 pages) : illustrations.
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Hybrid artificial intelligent systems : 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, proceedings
Published: Springer, 2016Contents: “…Data Mining and Knowledge Discovery -- Time series -- Bio-inspired Models and Evolutionary Computation -- Learning Algorithms -- Video and Image -- Classification and Cluster Analysis -- Applications -- Bioinformatics -- Hybrid Intelligent Systems for Data Mining and Applications.…”Description: 1 online resource (xix, 765 pages) : illustrations.
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Hybrid artificial intelligence systems : 4th international conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009 : proceedings
Published: Springer, 2009Contents: “…Agents and Multi Agents Systems -- HAIS Applications -- Cluster Analysis -- Data Mining and Knowledge Discovery -- Evolutionary Computation -- Learning Algorithms -- Special Session.…”Description: 1 online resource (xxii, 715 pages) : illustrations (some color).
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Hybrid artificial intelligence systems : third international workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008 ; proceedings
Published: Springer, 2008Contents: “…Invited Talks -- Agents and Multi-agent Systems -- Evolutionary Computation -- Connectionist Models -- Optimization Systems -- Fuzzy Logic Systems -- Classification and Classifiers -- Cluster Analysis -- Video and Image Analysis -- Learning Systems, Algorithms and Applications -- Hybrid Systems Based on Negotiation and Social Network Modelling -- Real World Application of HAIs Under Uncertainty -- Hybrid Intelligent Systems for Multi-robot and Multi-agent Systems -- Applications of Hybrid Artificial Intelligence in Bioinformatics -- Genetic Fuzzy Systems: Novel Approaches.…”Description: 1 online resource (xix, 767 pages) : illustrations.
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Soft computing models in industrial and environmental applications, 6th International Conference SOCO 2011
Published: Springer, 2011Contents: “…-Multi-agents and Ambient Intelligence -- classification and clustering methods -- Evolutionary Computation -- Applications -- Optimization and Control Systems in Industry.…”Description: 1 online resource (xix, 623 pages) : illustrations.
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Hybrid artificial intelligence systems : 16th international conference, HAIS 2021, Bilbao, Spain, September 22-24, 2021 : proceedings
Published: Springer, 2021Contents: “…Application for Predicting the Force-Displacement Curve in T-stub Steel Connections -- Content-based authorship identification for short texts in Social Media Networks -- A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection -- Bio-inspired Models and Evolutionary Computation -- Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder -- Open-ended Learning of Reactive Knowledge in Cognitive Robotics based on Neuroevolution -- Managing gene expression in evolutionary algorithms with gene regulatory networks -- Evolutionary Optimization of Neuro-symbolic Integration for Phishing URL Detection -- Interurban Electric Vehicle Charging Stations through Genetic Algorithms -- An Effective Hybrid Genetic Algorithm for Solving the Generalized Traveling Salesman Problem -- A Simple Genetic Algorithm for the Critical Node Detection Problem -- Learning Algorithms -- Window Size Optimization for GaussianProcesses in Large Time Series Forecasting -- A binary classification model for toxicity prediction in drug design -- Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant Encoding -- Prototype Generation for Multi-label Nearest Neighbours Classification -- Learning Bipedal Walking Through Morphological Development -- Ethical Challenges from Artificial Intelligence to Legal Practice -- Visual Analysis and Advanced Data Processing Techniques -- Classification of burrs using contour features of image in milling workpieces -- Adaptive Graph Laplacian for Convex Multi-Task Learning SVM -- Fight detection in images using postural analysis -- Applying Vector Symbolic Architecture and Semiotic Approach to Visual Dialog -- Transfer Learning study for horses breeds images datasets using pre-trained ResNet Networks -- Machine Learning Applications -- Fraudulent e-commerce websites detection through machine learning -- More Interpretable Decision Trees -- Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models -- Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-ray Case Study -- Hybrid Intelligent Applications -- Speech emotion recognition by conventional machine learning and deep learning -- Predictive Maintenance of Vehicle Fleets using Hierarchical Modified Fuzzy Support Vector Machine for Industrial IoT Datasets -- Super Local Models for Wind Power Detection -- A Comparison of Blink Removal Techniques in EEG signals -- Hybrid intelligent model for switching modes classification in a half-bridge buck converter -- Hybrid model to calculate the State Of Charge of a battery -- Distance Metric Learning with Prototype Selection for Imbalanced Classification -- Enhancing Place Inference via Fuzzy Ranking Using Fuzzy Similarity and Agreeability -- A Hybrid Intelligent System to Detect Anomalies in Robot Performance -- Counter intuitive COVID-19 propagation dynamics in Brazil -- A Hybrid Bio-inspired Tabu Search Clustering Approach -- A Non-parametric Fisher Kernel -- Deep Learning Applications -- Hybrid deep learning approach for efficient outdoor parking monitoring in smart cities -- Personal cognitive assistant: personalization and action scenarios expansion -- Nowcasting for Improving Radon-222 Forecasting at Canfranc Underground Laboratory -- Analysis of the seasonality in a geothermal system using projectionist and clustering methods -- A model-based deep transfer learning algorithm for phenology forecasting using satellite imagery -- Deep Transfer Learning for interpretable Chest X-Ray diagnosis -- Companion Losses for Deep Neural Networks -- Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series -- A preliminary analysis on software frameworks for the development of spiking neural networks -- Edge AI for Covid-19 detection using coughing -- Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants -- A hybrid post-hoc interpretability approach for deep neural networks -- Deep Learning Applications on Cybersecurity -- Optimization Problem Applications -- A Parallel Optimization Solver for the Multi-period WDND problem -- Waste Collection Vehicle Routing Problem using filling predictions -- Optimization of Warehouse Layout for the minimization of operation times -- Simple meta-optimization of the feature MFCC for public Emotional datasets classification.…”Description: 1 online resource : illustrations (chiefly color).
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18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) : Salamanca, Spain, September 5-7, 2023, Proceedings. Volume 1
Published: Springer, 2023Contents: “…Intro -- Preface -- Organization -- Contents -- Deep Learning, Fuzzy Logic and Evolutionary Computation -- Text Classification for Automatic Distribution of Review Notes in Movie Production -- 1 Introduction -- 2 Dataset -- 3 Methodology -- 3.1 Data Cleaning -- 3.2 Label Estimation -- 3.3 Tokenization -- 3.4 Classification -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Extended Rank-Based Ant Colony Optimization Algorithm for Traveling Salesman Problem -- 1 Introduction -- 2 Ant Colony Optimization -- 3 Proposed ACO Algorithm Plus Local Search -- 4 Results.…”Description: 1 online resource (xviii, 292 pages) : illustrations (some color).
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10th International Conference on Soft Computing Models in Industrial and Environmental Applications
Published: Springer, 2015Contents: “…Applications -- Classification and Clustering Methods -- Evolutionary Computation and Optimization -- Intelligent Systems -- SOCO15-SS01: Soft Computing Methods in Bioinformatics -- SOCO15-SS02: Optimization, Modeling and Control Systems (OMCS) -- SOCO15-SS03: Soft Computing Approaches for Knowledge Extraction -- SOCO15-SS04: Soft Computing Methods in Manufacturing and Management Systems.…”Description: 1 online resource (xix, 486 pages) : illustrations.
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Hybrid artificial intelligent systems : 18th International Conference, HAIS 2023, Salamanca, Spain, September 5-7, 2023, Proceedings
Published: Springer, 2023Contents: “…Anomaly and Fault Detection -- One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP -- Application of anomaly detection models to malware detection in the presence of concept drift -- Identification of anomalies in urban sound data with Autoencoders -- Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses -- Data Mining and Decision Support Systems -- Model performance prediction: a Meta-Learning approach for concept drift detection -- Reinforcing Assessment Processes Using Proactive Case-Based Reasoning Mechanisms -- Meta-Learning for hyperparameters tuning in CNNs for Chest Images -- A Fuzzy Logic Ensemble Approach to Concept Drift Detection -- Multi-Task Gradient Boosting -- Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification -- Exploring delay reduction on Edge Computing architectures from a Heuristic approach -- Probability Density Function for Clustering Validation -- Comprehensive analysis of different techniques for data augmentation and proposal of new variants of BOSME & GAN -- Multidimensional Models Supported by Document-Oriented Databases -- Financial Distress Prediction in an Imbalanced Data Stream Environment -- Improving the Quality of Quantum Services Generation Process: Controlling Errors and Noise -- Comparison of deep reinforcement learning path-following system based on road geometry and an adaptive cruise control for autonomous vehicles -- Deep Learning -- A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia -- Companion Classification Losses for Regression Problems -- Analysis of transformer model applications -- Real-time Workflow Scheduling in Cloud with Recursive Neural Network and List Scheduling -- Robust Losses in Deep Regression -- Structure Learning in Deep Multi-Task Models -- Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic Spectrograms -- Sentiment Analysis for Vietnamese – Based Hybrid Deep Learning Models -- Optimizing LIME explanations using REVEL Metrics -- Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis -- Varroa mite detection using deep learning techniques -- Evolutionary Computation and Optimization -- Enhancing Evolutionary Optimization Performance under Byzantine Fault Conditions -- A hybrid based genetic algorithm for solving the clustered generalized traveling salesman problem -- Feature Ranking for Feature Sorting and Feature Selection with Optimisation -- Efficient Simulation of Pollutant Dispersion using Machine Learning -- Hybrid Intelligent Parsimony Search in Small High-dimensional Datasets -- An integer linear programming model for team formation in the classroom with constraints -- Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization -- Time of Arrival error characterization for precise indoor localization of Autonomous Ground Vehicles -- Feature Selection based on a Decision Tree Genetic Algorithm -- Exact and Heuristic Lexicographic Methods for the Fuzzy Traveling Salesman Problem -- A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering -- The Analysis of Hybrid Brain Storm Optimisation Approaches in Feature Selection -- HAIS Applications -- Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual Dataset -- Hybrid Intelligent Control for Maximum Power Point Tracking of a Floating Wind Turbine -- Statistical Dialog Tracking and Management for Task-oriented Conversational Systems -- A Causally Explainable Deep Learning Model with Modular Bayesian Network for Predicting Electric Energy Demand -- Using Large Language Models for Interpreting Autonomous Robots Behaviors -- Comparative analysis of intelligent techniques for categorization of the operational status of LiFePo4 batteries -- To Enhance Full-Text Biomedical Document Classification through Semantic Enrichment -- Predicting innovative cities using spatio-temporal activity patterns -- Daily accumulative photovoltaic energy prediction using hybrid intelligent model -- Comparison of geospatial trajectory clustering and feature trajectory clustering for public transportation trip data -- Image and Speech Signal Processing -- Adapting YOLOv8 as a vision-based animal detection system to facilitate herding -- Image classification understanding with Model Inspector tool -- Study on Synthetic Video Generation of Embryo Development -- Image reconstruction using Cellular Automata and Neural Networks -- Agents and Multiagents -- Monte-Carlo Tree Search for Multi-Agent Pathfinding: Preliminary Results -- The Problem of Concept Learning and Goals of Reasoning in Large Language Models -- Multi-Agent System for Multimodal Machine Learning Object Detection -- Biomedical Applicatons -- Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images -- Risk factors and survival after premature hospital readmission in frail subjects with delirium -- Generalizing an Improved GrowCut Algorithm for Mammography Lesion Detection -- Coherence of COVID-19 mortality of Spain versus western European countries -- A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in Sarcoma -- Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses -- Textural and shape features for lesion classification in mammogram analysis -- Intent Recognition using Recurrent Neural Networks on Vital Sign Data: A Machine Learning Approach.…”Description: 1 online resource (xvii, 784 pages) : illustrations (some color).
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Hybrid artificial intelligent systems : 17th International Conference, HAIS 2022, Salamanca, Spain, September 5-7, 2022, Proceedings
Published: Springer, 2022SpringerLink - Click here for accessDescription: 1 online resource (xv, 518 pages) : illustrations (some color).
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International joint conference SOCO'17-CISIS'17-ICEUTE'17 León, Spain, September 6-8, 2017, Proceedings
Published: Springer, 2018Contents: “…ICEUTE 2017 Organizing CommitteeLogos; Contents; SOCO 2017: Genetic and Evolutionary Algorithms; Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation; Abstract; 1 Introduction; 2 Related Works; 2.1 Bayesian Network; 2.2 Learning Bayesian Network; 3 Proposed Method; 3.1 Search Procedure of Bayesian Network; 3.2 Determining Nodes; 3.3 Encoding Bayesian Network; 3.4 Evolutionary Operation; 3.5 Evaluating Fitness; 4 Experiment and Results; 4.1 Experiment Design; 4.2 Prediction Accuracy; 4.3 Analysis of the Best Individual; 5 Conclusion; Acknowledgements.…”Description: 1 online resource.
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18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) : Salamanca, Spain, September 5-7, 2023, Proceedings. Volume 2
Published: Springer, 2023SpringerLink - Click here for accessDescription: 1 online resource (xviii, 366 pages) : illustrations (some color).
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Hybrid artificial intelligent systems : 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings. Part II
Published: Springer, 2012SpringerLink - Click here for accessDescription: 1 online resource (xxxii, 606 pages) : illustrations.
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Soft computing models in industrial and environmental applications, 5th International Workshop (SOCO 2010)
Published: Springer, 2010Contents: “…Cover -- Title Page -- Preface -- Organization -- Contents -- Agents and Multiagent Systems -- A Security Proposal Based on a Real Time Agent to Protect Web Services Against DoS Attack -- Introduction -- DoS Attacks Description -- Real Time Agent and Case-Based Reasoning (CBR) -- Classification Mechanism Based on a Real-Time Agent -- Conclusion -- References -- Approaching Real-Time Intrusion Detection through MOVICAB-IDS -- Introduction -- MOVICAB-IDS -- Time-Bounding the MOVICAB-IDS Coordinator Agent -- Experimental Results: MOVICAB-IDS Visualizations -- Conclusions and Future Work -- References -- Hybrid Dynamic Planning Mechanism for Virtual Organizations -- Introduction -- Background -- Planning Model -- Case Study and Experimental Results -- References -- Combinatorial Auctions for Coordination and Control of Manufacturing MAS: Updating Prices Methods -- Multiagent Systems in Manufacturing -- Combinatorial Auctions as a Market Based Coordination Mechanism -- Price-Setting Iterative Combinatorial Auction -- Research Line -- References -- Intelligent Systems -- A Software Tool for Harmonic Distortion Simulation Caused by Non-linear Household Loads -- Introduction -- Background -- Modeling -- Tool Description and Simulation Example -- Conclusions -- References -- A Multiobjective Variable Neighborhood Search for Solving the Motif Discovery Problem -- Introduction -- Motif Discovery Problem -- Multiobjective Variable Neighborhood Search -- Experimental Results -- Comparison with Other Authors -- Conclusions and Future Work -- References -- Solving the Routing and Wavelength Assignment Problem in WDM Networks by Using a Multiobjective Variable Neighborhood Search Algorithm -- Introduction -- RWA Problem -- Multiobjective Variable Neighborhood Search Algorithm -- Experimental Results and Comparisons with Other Authors -- Conclusions and Future Work -- References -- iGenda: An Event Scheduler for Common Users and Centralised Systems -- Introduction -- Ageing Factors -- iGenda -- Centralised Management System -- Conclusions and Future Work -- References -- Scalable Intelligence and Adaptation in Scheduling DSS -- Introduction -- Scalable Intelligence -- Scheduling and Analysis -- Adaptation -- Conclusions -- References -- Evolutionary Computing -- A Parallel Cooperative Evolutionary Strategy for Solving the Reporting Cells Problem -- Introduction -- Reporting Cell Planning -- Parallel Hyperheuristic -- Considerations and Test Networks Used -- Experiments and Comparisons -- Conclusions and Future Work -- References -- Optimization of Parallel Manipulators Using Evolutionary Algorithms -- Introduction -- Parallel Manipulator Structure and Kinematics -- Optimization -- Conclusions -- References -- Multi-criteria Manipulator Trajectory Optimization Based on Evolutionary Algorithms -- Introduction -- Problem Formulation -- Method to Measure the Solution Distribution and the Extension of the Front -- Results -- Conclusions -- References -- Combining Heuristics Backtracking and Genetic Algorithm to Solve the Container Loading Problem with Weight Distribution -- Introduction -- Related Works -- Methodology -- Computational Results -- Final Remarks -- R.…”Description: 1 online resource (xiv, 262 pages).
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Hybrid artificial intelligent systems : 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings. Part I
Published: Springer, 2012SpringerLink - Click here for accessDescription: 1 online resource (xxxii, 708 pages).
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Hybrid artificial intelligent systems : 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings
Published: Springer, 2017SpringerLink - Click here for accessDescription: 1 online resource (xviii, 725 pages) : illustrations.
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