the proceedings contain 47 papers. the topics discussed include: large scale instance selection by means of a parallel algorithm;typed linear chain conditional random fields and their application to intrusion detectio...
ISBN:
(纸本)3642153801
the proceedings contain 47 papers. the topics discussed include: large scale instance selection by means of a parallel algorithm;typed linear chain conditional random fields and their application to intrusion detection;generalized derivative based kernelized learning vector quantization;cost optimization of a localized irrigation system using genetic algorithms;dimension reduction for regression with bottleneck neural networks;gallbladder boundary segmentation from ultrasound images using active contour model;on the power of topological kernel in microarray-based detection of cancer;new application of graph mining to video analysis;towards automatic classification of Wikipedia content;investigating the behaviour of radial basis function networks in regression and classification of geospatial data;and interval filter: a locality-aware alternative to bloom filters for hardware membership queries by interval classification.
the proceedings contain 92 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Model-Based Meta-reinforcement learning for Hyperparameter Op...
ISBN:
(纸本)9783031777370
the proceedings contain 92 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Model-Based Meta-reinforcement learning for Hyperparameter Optimization;towards Sustainable Precision: Machine learning for Laser Micromachining Optimization;association Rules Mining with Auto-encoders;using Contrastive learning to Map Stylistic Similarities in Narrative Writers;automatic Classification of Signal and Noise in Functional Magnetic Resonance Imaging Scans Using Convolutional Neural Networks;how Resilient are Language Models to Text Perturbations?;emotional Sequential Influence Modeling on False Information;CSSDH: An Ontology for Social Determinants of Health to Operational Continuity of Care data Interoperability;padel Two-Dimensional Tracking Extraction from Monocular Video Recordings;drowsiness Detection Using Vital Sign Sensors and Deep learning on Smartwatches;Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences;multimodal Visio-Lingual Content Analysis to Detect Fake Content on Reddit;MetaLIRS: Meta-learning for Imputation and Regression Selection;pipeline for Semantic Segmentation of Large Railway Point Clouds;preliminary Investigation on Machine learning and Deep learning Models for Change of Direction Classification in Running;efficient Radar Scheduling Using Genetic Algorithms and Stochastic Heuristic Initialization;towards a Communication Specification Language for Heterogeneous Service Orchestration Based on Process Calculus and Holonic Multi-agent Systems;counterfactual Explanations for Sustainable Tourism Indicators;Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation;low Consumption Models for Disease Diagnosis in Isolated Farms;fast and Scalable Recommendation Retrieval Model with Mixed Attention and Knowledge Distillation;Federated learning for Vietnamese SMS Spam Detection Using Pre
the proceedings contain 92 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Model-Based Meta-reinforcement learning for Hyperparameter Op...
ISBN:
(纸本)9783031777301
the proceedings contain 92 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Model-Based Meta-reinforcement learning for Hyperparameter Optimization;towards Sustainable Precision: Machine learning for Laser Micromachining Optimization;association Rules Mining with Auto-encoders;using Contrastive learning to Map Stylistic Similarities in Narrative Writers;automatic Classification of Signal and Noise in Functional Magnetic Resonance Imaging Scans Using Convolutional Neural Networks;how Resilient are Language Models to Text Perturbations?;emotional Sequential Influence Modeling on False Information;CSSDH: An Ontology for Social Determinants of Health to Operational Continuity of Care data Interoperability;padel Two-Dimensional Tracking Extraction from Monocular Video Recordings;drowsiness Detection Using Vital Sign Sensors and Deep learning on Smartwatches;Benchmarking Out of the Box Open-Source LLMs for Malware Detection Based on API Calls Sequences;multimodal Visio-Lingual Content Analysis to Detect Fake Content on Reddit;MetaLIRS: Meta-learning for Imputation and Regression Selection;pipeline for Semantic Segmentation of Large Railway Point Clouds;preliminary Investigation on Machine learning and Deep learning Models for Change of Direction Classification in Running;efficient Radar Scheduling Using Genetic Algorithms and Stochastic Heuristic Initialization;towards a Communication Specification Language for Heterogeneous Service Orchestration Based on Process Calculus and Holonic Multi-agent Systems;counterfactual Explanations for Sustainable Tourism Indicators;Tracking Healthy Organs in Medical Scans to Improve Cancer Treatment by Using UW-Madison GI Tract Image Segmentation;low Consumption Models for Disease Diagnosis in Isolated Farms;fast and Scalable Recommendation Retrieval Model with Mixed Attention and Knowledge Distillation;Federated learning for Vietnamese SMS Spam Detection Using Pre
the proceedings contain 76 papers from the intelligentdataengineering and automatedlearning - IDEAL 2005: 6thinternationalconference. Proceedings. the topics discussed include: synthetic environment representatio...
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the proceedings contain 76 papers from the intelligentdataengineering and automatedlearning - IDEAL 2005: 6thinternationalconference. Proceedings. the topics discussed include: synthetic environment representational semantics using the web ontology language;model trees for classification of hybrid data types;unsupervised image segmentation using penalized fuzzy clustering algorithm;mining job logos using incremental attribute-oriented approach;design of simple structure neural voltage regulator for power systems;designing an optimal network using the cross-entropy method;efficient spatial clustring algorithm using binary tree;matching peptide sequences with mass spectra;and toward transitive dependence in MAS.
the proceedings contain 116 papers. the topics discussed include: support function machines;group decision making with triangular fuzzy linguistic variables;advanced forecasting and classification technique for condit...
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ISBN:
(纸本)9783540772255
the proceedings contain 116 papers. the topics discussed include: support function machines;group decision making with triangular fuzzy linguistic variables;advanced forecasting and classification technique for condition monitoring of rotating machinery;a new recurring multistage evolutionary algorithm for solving problems efficiently;exploration of a text collection and identification of topics by clustering;fuzzy ridge regression with non symmetric membership functions and quadratic models;load forecasting with support vector machines and semi-parametric method;support kernel machine-based active learning to find labels and a proper kernel simultaneously;knowledge extraction from unstructured surface meshes;the outer impartation information content of rules and rule sets;an engineering approach to data mining projects;and a framework to analyze biclustering results on microarray experiments.
the proceedings contain 76 papers. the topics discussed include: a pruning algorithm for extreme learning machine;measuring stability and discrimination power of metrics in information retrieval evaluation;system for ...
ISBN:
(纸本)9783642412776
the proceedings contain 76 papers. the topics discussed include: a pruning algorithm for extreme learning machine;measuring stability and discrimination power of metrics in information retrieval evaluation;system for monitoring and optimization of micro- and nano-machining processes using intelligent voice and visual communication;racing for unbalanced methods selection;bilateral multi-issue parallel negotiation model based on reinforcement learning;learning to detect the subway station arrival for mobile users;vision based multi-pedestrian tracking using adaptive detection and clustering;drilling cost prediction based on self-adaptive differential evolution and support vector regression;web service evaluation method based on time-aware collaborative filtering;and an improved PBIL algorithm for path planning problem of mobile robots.
the proceedings contain 34 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Network Analysis for Fraud Detection in Portuguese Public Procurem...
ISBN:
(纸本)9783030623647
the proceedings contain 34 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Network Analysis for Fraud Detection in Portuguese Public Procurement;biased Language Detection in Court Decisions;a One-by-One Method for Community Detection in Attributed Networks;data Pre-processing and data Generation in the Student Flow Case Study;a Hybrid Approach to the Analysis of a Collection of Research Papers;Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST Images;time Series Clustering for Knowledge Discovery on Metal Additive Manufacturing;quaternion Neural Networks: State-of-the-Art and Research Challenges;a Solar thermal System Temperature Prediction of a Smart Building for data Recovery and Security Purposes;a Fault Detection System for Power Cells During Capacity Confirmation Test through a Global One-Class Classifier;a Deep Metric Neural Network with Disentangled Representation for Detecting Smartphone Glass Defects;improving Performance of Recommendation System Architecture;automatedlearning of In-vehicle Noise Representation with Triplet-Loss Embedded Convolutional Beamforming Network;Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces;enhanced Credit Prediction Using Artificial data;deep learning Based Algorithms for Welding Edge Points Detection;detecting Performance Anomalies in the Multi-component Software a Collaborative Robot;prediction of Small-Wind Turbine Performance from Time Series Modelling Using intelligent Techniques;review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual data;atmospheric Tomography Using Convolutional Neural Networks;workshop on Machine learning in Smart Mobility;Driver Monitoring System Based on CNN Models: An Approach for Attention Level Detection;preface.
the proceedings contain 34 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Network Analysis for Fraud Detection in Portuguese Public Procurem...
ISBN:
(纸本)9783030623616
the proceedings contain 34 papers. the special focus in this conference is on intelligentdataengineering and automatedlearning. the topics include: Network Analysis for Fraud Detection in Portuguese Public Procurement;biased Language Detection in Court Decisions;a One-by-One Method for Community Detection in Attributed Networks;data Pre-processing and data Generation in the Student Flow Case Study;a Hybrid Approach to the Analysis of a Collection of Research Papers;Sequential Self-tuning Clustering for Automatic Delimitation of Coastal Upwelling on SST Images;time Series Clustering for Knowledge Discovery on Metal Additive Manufacturing;quaternion Neural Networks: State-of-the-Art and Research Challenges;a Solar thermal System Temperature Prediction of a Smart Building for data Recovery and Security Purposes;a Fault Detection System for Power Cells During Capacity Confirmation Test through a Global One-Class Classifier;a Deep Metric Neural Network with Disentangled Representation for Detecting Smartphone Glass Defects;improving Performance of Recommendation System Architecture;automatedlearning of In-vehicle Noise Representation with Triplet-Loss Embedded Convolutional Beamforming Network;Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces;enhanced Credit Prediction Using Artificial data;deep learning Based Algorithms for Welding Edge Points Detection;detecting Performance Anomalies in the Multi-component Software a Collaborative Robot;prediction of Small-Wind Turbine Performance from Time Series Modelling Using intelligent Techniques;review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual data;atmospheric Tomography Using Convolutional Neural Networks;workshop on Machine learning in Smart Mobility;Driver Monitoring System Based on CNN Models: An Approach for Attention Level Detection;preface.
the proceedings contain 101 papers. the topics discussed include: artificial bee colony algorithm with improved explorations for numerical function optimization;extensions of ant-miner algorithm to deal with class imb...
ISBN:
(纸本)9783642326387
the proceedings contain 101 papers. the topics discussed include: artificial bee colony algorithm with improved explorations for numerical function optimization;extensions of ant-miner algorithm to deal with class imbalance problem;population resizing using nonlinear dynamics in an ecology-based approach;multi-class contour preserving classification;automated bone age assessment using feature extraction;an approach to reshaping clusters for nearest neighbor search;interestingness measures for fixed consequent rules;abnormal event detection via multi-instance dictionary learning;segmentation of mammography by applying extreme learning machine in tumor detection;opportunistic sensor interpretation in a virtual smart environment;a multiobjective analysis of adaptive clustering algorithms for the definition of RBF neural network centers in regression problems;and a model based on genetic algorithm for investigation of the behavior of rats in the elevated plus-maze.
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