Edizione	[1st ed. 2020.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica	1 online resource (xxxviii, 924 pages) : illustrations
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Computers Application software Optical data processing Artificial Intelligence Information Systems and Communication Service Computer Applications Computing Milieux Computer Imaging, Vision, Pattern Recognition and Graphics
ISBN	3-030-47436-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Mining Sequential Data -- Mining Imbalanced Data -- Association -- Privacy and Security -- Supervised Learning -- Novel Algorithms -- Mining Multi-Media/Multi-Dimensional Data -- Application -- Mining Graph and Network Data -- Anomaly Detection and Analytics -- Mining Spatial, Temporal, Unstructured and Semi-Structured Data -- Sentiment Analysis -- Statistical/Graphical Model -- Multi-Source/Distributed/Parallel/Cloud Computing.
Record Nr.	UNINA-9910409665603321

Edizione	[1st ed. 2009.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Descrizione fisica	1 online resource (XV, 413 p.)
Disciplina	006.3/1
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Data mining Artificial intelligence Optical data processing Computers Pattern recognition Data Mining and Knowledge Discovery Artificial Intelligence Image Processing and Computer Vision Computer Imaging, Vision, Pattern Recognition and Graphics Models and Principles Pattern Recognition
ISBN	3-642-05224-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Keynote and Invited Talks -- Machine Learning and Ecosystem Informatics: Challenges and Opportunities -- Density Ratio Estimation: A New Versatile Tool for Machine Learning -- Transfer Learning beyond Text Classification -- Regular Papers -- Improving Adaptive Bagging Methods for Evolving Data Streams -- A Hierarchical Face Recognition Algorithm -- Estimating Likelihoods for Topic Models -- Conditional Density Estimation with Class Probability Estimators -- Linear Time Model Selection for Mixture of Heterogeneous Components -- Max-margin Multiple-Instance Learning via Semidefinite Programming -- A Reformulation of Support Vector Machines for General Confidence Functions -- Robust Discriminant Analysis Based on Nonparametric Maximum Entropy -- Context-Aware Online Commercial Intention Detection -- Feature Selection via Maximizing Neighborhood Soft Margin -- Accurate Probabilistic Error Bound for Eigenvalues of Kernel Matrix -- Community Detection on Weighted Networks: A Variational Bayesian Method -- Averaged Naive Bayes Trees: A New Extension of AODE -- Automatic Choice of Control Measurements -- Coupled Metric Learning for Face Recognition with Degraded Images -- Cost-Sensitive Boosting: Fitting an Additive Asymmetric Logistic Regression Model -- On Compressibility and Acceleration of Orthogonal NMF for POMDP Compression -- Building a Decision Cluster Forest Model to Classify High Dimensional Data with Multi-classes -- Query Selection via Weighted Entropy in Graph-Based Semi-supervised Classification -- Learning Algorithms for Domain Adaptation -- Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble -- Learning Continuous-Time Information Diffusion Model for Social Behavioral Data Analysis -- Privacy-Preserving Evaluation of Generalization Error and Its Application to Model and Attribute Selection -- Coping with Distribution Change in the Same Domain Using Similarity-Based Instance Weighting -- Monte-Carlo Tree Search in Poker Using Expected Reward Distributions -- Injecting Structured Data to Generative Topic Model in Enterprise Settings -- Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction.
Record Nr.	UNISA-996465868803316

Edizione	[1st ed. 2006.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006
Descrizione fisica	1 online resource (XIV, 514 p.)
Disciplina	006.3/7
Collana	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico	Optical data processing Pattern recognition Artificial intelligence Algorithms Image Processing and Computer Vision Computer Imaging, Vision, Pattern Recognition and Graphics Pattern Recognition Artificial Intelligence Algorithm Analysis and Problem Complexity
ISBN	3-540-37598-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Object Detection, Tracking and Recognition -- Robust Tracking with and Beyond Visible Spectrum: A Four-Layer Data Fusion Framework -- Scale Space Based Grammar for Hand Detection -- Combined Classifiers for Action Recognition -- Adaptive Sparse Vector Tracking Via Online Bayesian Learning -- Iterative Division and Correlograms for Detection and Tracking of Moving Objects -- Human Pose Estimation from Polluted Silhouettes Using Sub-manifold Voting Strategy -- Kernel Modified Quadratic Discriminant Function for Facial Expression Recognition -- 3D Motion from Image Derivatives Using the Least Trimmed Square Regression -- Motion and Gray Based Automatic Road Segment Method MGARS in Urban Traffic Surveillance -- A Statistically Selected Part-Based Probabilistic Model for Object Recognition -- Approximate Vehicle Waiting Time Estimation Using Adaptive Video-Based Vehicle Tracking -- Mouth Region Localization Method Based on Gaussian Mixture Model -- Traffic Video Segmentation Using Adaptive-K Gaussian Mixture Model -- EM-in-M: Analyze and Synthesize Emotion in Motion -- Pattern Representation and Modeling -- Discriminant Transform Based on Scatter Difference Criterion in Hidden Space -- Looking for Prototypes by Genetic Programming -- Identifying Single Good Clusters in Data Sets -- A New Simplified Gravitational Clustering Method for Multi-prototype Learning Based on Minimum Classification Error Training -- Speaker Identification and Verification Using Support Vector Machines and Sparse Kernel Logistic Regression -- Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams -- Spatial-temporal Analysis Method of Plane Circuits Based on Two-Layer Cellular Neural Networks -- Feature-Based Synchronization of Video and Background Music -- Visual Pattern Modeling -- An Integration Concept for Vision-Based Object Handling: Shape-Capture, Detection and Tracking -- Visual Information Encryption in Frequency Domain: Risk and Enhancement -- Automatic 3D Face Model Reconstruction Using One Image -- Cognitive Approach to Visual Data Interpretation in Medical Information and Recognition Systems -- Modelling the Human Visual Process by Evolving Images from Noise -- A Novel Recovery Algorithm of Incomplete Observation Matrix for Converting 2-D Video to 3-D Content -- Study on the Geolocation Algorithm of Space-Borne SAR Image -- Image Processing -- Perceptual Image Retrieval Using Eye Movements -- A Pseudo-hilbert Scan Algorithm for Arbitrarily-Sized Rectangle Region -- Panoramas from Partially Blurred Video -- Salience-Preserving Image Composition with Luminance Consistency -- Filament Enhancement by Non-linear Volumetric Filtering Using Clustering-Based Connectivity -- Applying Preattentive Visual Guidance in Document Image Analysis -- Efficient and Robust Segmentations Based on Eikonal and Diffusion PDEs -- Local Orientation Estimation in Corrupted Images -- Illumination-Invariant Color Image Correction -- Motion Blur Identification in Noisy Images Using Feed-Forward Back Propagation Neural Network -- Using Shear Invariant for Image Denoising in the Contourlet Domain -- Region-Based Shock-Diffusion Equation for Adaptive Image Enhancement -- A Statistical Level Set Framework for Segmentation of Left Ventricle -- A Bayesian Estimation Approach to Super-Resolution Reconstruction for Face Images -- Hierarchical Markovian Models for Hyperspectral Image Segmentation -- Compression and Coding -- Adaptive Geometry Compression Based on 4-Point Interpolatory Subdivision Schemes -- Parametrization Construction of Integer Wavelet Transforms for Embedded Image Coding -- Reinforcement Learning with Raw Image Pixels as Input State -- New Region of Interest Medical Image Coding for JPEG2000: Compensation-Based Partial Bitplane Alternating Shift -- A New Wavelet Lifting Scheme for Image Compression Applications -- Texture Analysis and Synthesis -- BTF Modelling Using BRDF Texels -- Texture Classification Via Stationary-Wavelet Based Contourlet Transform -- Automatic Color-Texture Image Segmentation by Using Active Contours.
Record Nr.	UNISA-996466168103316

Edizione	[1st ed. 2008.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2008
Descrizione fisica	1 online resource (X, 173 p.)
Disciplina	570
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Life sciences Computer graphics Data mining Optical data processing Bioinformatics Life Sciences, general Computer Graphics Data Mining and Knowledge Discovery Computer Imaging, Vision, Pattern Recognition and Graphics Image Processing and Computer Vision Computational Biology/Bioinformatics
ISBN	3-540-70715-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	New Models for Immune Mechanism Diagnosis -- New Models for Immune Mechanism Diagnosis -- User Assisted Substructure Extraction in Molecular Data Mining -- Fully Automatic Heart Beat Rate Determination in Digital Video Recordings of Rat Embryos -- Biomedical Signal and Image Processing for Decision Support in Heart Failure -- Automatic Data Acquisition and Signal Processing in the Field of Virology -- Colorectal Polyps Detection Using Texture Features and Support Vector Machine -- OplAnalyzer: A Toolbox for MALDI-TOF Mass Spectrometry Data Analysis -- Classification of Mass Spectrometry Based Protein Markers by Kriging Error Matching -- A Mathematical Operator for Automatic and Real Time Analysis of Sequences of Vascular Images -- A Unified Mathematical Treatment of Regression Problems in Image Processing -- Multi-scale Representation and Persistency for Shape Description -- Novel Computerized Methods in System Biology –Flexible High-Content Image Analysis and Interpretation System for Cell Images -- MDA 2006 -- Automatic Segmentation of Unstained Living Cells in Bright-Field Microscope Images.
Record Nr.	UNISA-996465747603316