Edizione	[1st ed. 2010.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010
Descrizione fisica	1 online resource (XX, 379 p. 178 illus.)
Disciplina	006.6 006.37
Collana	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico	Optical data processing Artificial intelligence Pattern recognition Computer graphics Computer communication systems Algorithms Image Processing and Computer Vision Artificial Intelligence Pattern Recognition Computer Graphics Computer Communication Networks Algorithm Analysis and Problem Complexity
ISBN	1-280-39079-4 9786613568717 3-642-17691-7
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Video Processing -- Video Quality Analysis for Concert Video Mashup Generation -- Speeding Up Structure from Motion on Large Scenes Using Parallelizable Partitions -- Mapping GOPS in an Improved DVC to H.264 Video Transcoder -- Scalable H.264 Wireless Video Transmission over MIMO-OFDM Channels -- A GPU-Accelerated Real-Time NLMeans Algorithm for Denoising Color Video Sequences -- An Efficient Mode Decision Algorithm for Combined Scalable Video Coding -- A Novel Rate Control Method for H.264/AVC Based on Frame Complexity and Importance -- Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features -- Surveillance and Camera Networks -- Fire Detection in Color Images Using Markov Random Fields -- A Virtual Curtain for the Detection of Humans and Access Control -- A New System for Event Detection from Video Surveillance Sequences -- Evaluation of Human Detection Algorithms in Image Sequences -- Recognizing Objects in Smart Homes Based on Human Interaction -- Football Players Classification in a Multi-camera Environment -- SUNAR Surveillance Network Augmented by Retrieval -- Object Tracking over Multiple Uncalibrated Cameras Using Visual, Spatial and Temporal Similarities -- Machine Vision -- A Template Matching and Ellipse Modeling Approach to Detecting Lane Markers -- An Analysis of the Road Signs Classification Based on the Higher-Order Singular Value Decomposition of the Deformable Pattern Tensors -- An Effective Rigidity Constraint for Improving RANSAC in Homography Estimation -- Exploiting Neighbors for Faster Scanning Window Detection in Images -- Remote Sensing -- Optimisation-Based Image Grid Smoothing for SST Images -- Estimating 3D Polyhedral Building Models by Registering Aerial Images -- Content-Based Retrieval of Aurora Images Based on the Hierarchical Representation -- Improved Grouping and Noise Cancellation for Automatic Lossy Compression of AVIRIS Images -- New Saliency Point Detection and Evaluation Methods for Finding Structural Differences in Remote Sensing Images of Long Time-Span Samples -- Recognition, Classification and Tracking -- Regularized Kernel Locality Preserving Discriminant Analysis for Face Recognition -- An Appearance-Based Prior for Hand Tracking -- Image Recognition through Incremental Discriminative Common Vectors -- Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion -- Gender Classification on Real-Life Faces -- Face Recognition Using Contourlet Transform and Multidirectional Illumination from a Computer Screen -- Shape and Texture Based Plant Leaf Classification -- A New Approach of GPU Accelerated Visual Tracking -- Recognizing Human Actions by Using Spatio-temporal Motion Descriptors.
Record Nr.	UNINA-9910483606903321

Edizione	[1st ed. 2012.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Descrizione fisica	1 online resource (XVIII, 795 p. 287 illus.)
Disciplina	006.3/12
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Information storage and retrieval Database management Algorithms Data mining Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Algorithm Analysis and Problem Complexity Data Mining and Knowledge Discovery
ISBN	3-642-35527-7
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Social Media Mining -- Clustering -- Machine Learning: Algorithms and Applications -- Classification -- Prediction, Regression and Recognition -- Optimization and Approximation -- Mining Time Series and Streaming Data -- Web Mining and Semantic Analysis -- Data Mining Applications -- Search and Retrieval -- Information Recommendation and Hiding -- Outlier Detection -- Topic Modeling -- Data Cube Computing.
Record Nr.	UNISA-996465937503316

Edizione	[1st ed. 2011.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011
Descrizione fisica	1 online resource (XVIII, 426 p.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Information storage and retrieval Database management Data mining Algorithms Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery Algorithm Analysis and Problem Complexity
ISBN	3-642-25853-0
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Intro -- Title -- Preface -- Organization -- Table of Contents -- Retrieval in CBR Using a Combination of Similarity and Association Knowledge -- Introduction -- Motivation -- Related Work -- Background of Similarity and Association Knowledge -- Background of Similarity Knowledge -- Background of Association Knowledge -- Association Knowledge Formalization -- The USIMSCAR Algorithm -- Evaluation -- Results and Analysis -- Conclusion and Future Work -- References -- A Clustering Approach Using Weighted Similarity Majority Margins -- Introduction -- Dual Similarity-Dissimilarity Modelling -- Pairwise Similarity and Dissimilarity Statements -- Taking into Account Strong Dissimilarities -- The Condorcet Similarity Graph -- Definition of the Clusters -- Clustering Algorithm -- Results -- Conclusions and Perspectives -- References -- A False Negative Maximal Frequent Itemset Mining Algorithm over Stream -- Introduction -- Preliminaries -- Frequent Itemsets -- Maximal Frequent Itemsets -- Chernoff Bound -- A Naive Method -- FNMFIMoDS Algorithm -- Data Structure -- Mining Strategies -- FNMFIMoDS -- Experimental Results -- Running Time Cost and Memory Cost Evaluation -- Precision and Recall -- Conclusions -- References -- A Graph Enrichment Based Clustering over Vertically Partitioned Data -- Introduction -- Problem Statement -- Graph Enrichment Based Clustering Approach -- Graph Construction -- Graph Updating -- Graph Partitioning -- Experimental Results -- Quality of the Obtained Partition -- Effect of Noise on the Enrichment Performance -- Conclusion -- References -- A Method for Finding Groups of Related Herbs in Traditional Chinese Medicine -- Introduction -- Method Overview -- Obtaining Dataset of Paired Herbs -- Data Preprocessing for TCM Digital Books -- Group Detection -- Herbal Network -- Partitioning the Network into Groups -- Experiments. Experiments on Combinational Rule Mining -- Experiments on Community Detection -- Conclusions -- References -- A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset -- Introduction -- Related Work -- Hybrid Clustering Algorithm -- Issues of SNNdegree -- New SNN-DBSCAN Algorithm -- Evaluation and Analysis -- Experiment Setup -- Analysis -- Conclusion and Future Work -- References -- A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification -- Introduction -- Performance Evaluation Metrics -- The Normal Distribution Model -- Experimental Results -- Conclusions -- References -- A Novel Genetic Algorithm for Overlapping Community Detection -- Introduction -- Related Work -- The New Genetic Algorithm for Community Detection -- Framework of the Algorithm -- Objective Function -- Genetic Representation -- Operators -- Discussion -- Experiments -- Experiments on Artificial Networks -- Experiments on Real Networks -- Conclusion -- References -- A Probabilistic Topic Model with Social Tags for Query Reformulation in Informational Search -- Introduction -- Related Work -- The Probabilistic Topic Model for Query Reformulation -- Topic Model with Social Tags -- Estimation of Parameters -- Retrieval and Ranking of URLs -- Experiments -- Datasets -- Methodology -- Results -- Conclusions and Future Work -- References -- A QoS-Aware Web Services Selection Model Using AND/OR Graph -- Introduction -- Basic Concepts -- Quality Criteria for Elementary Web Service -- Meta-control Logical Relation Between Services -- Composite Service Model Using AND/OR Graph -- AND/OR Graph for Composite Services -- Description of Composite Service Selection Model -- Web Service Composition Selection Algorithm Based on ACO -- Experiments and Analysis -- Example Analysis -- Experimental Results -- Conclusion and Future Work -- References. A Tweet-Centric Approach for Topic-Specific Author Ranking in Micro-Blog -- Introduction -- Motivation -- Our Work -- Related Work -- A User-Tweet Interaction Model -- Topic-Specific Author Ranking -- Reader Score Reflecting Reader's Topic-Focus Degree -- Tweet Score Measuring Tweet's Quality -- User Score Containing Reader Score and Author Score -- Author Ranking -- Experiments -- Empirical Evaluation of Author Ranking -- Effectiveness of Author Ranking -- Efficiency and Analysis of Timely Author Ranking -- Effect of Weight Settings in the User-Tweet Graph -- Conclusion -- References -- An Algorithm for Sample and Data Dimensionality Reduction Using Fast Simulated Annealing -- Introduction -- Methodological Preliminaries -- Basic Exploratory Data Mining Tasks -- Fast Simulated Annealing -- Algorithm Description -- Dimensionality Reduction -- Weighting and Sample Length Reduction -- Experimental Results -- Conclusion -- References -- An Investigation of Recursive Auto-associative Memory in Sentiment Detection -- Introduction -- Related Work -- Sentiment Detection -- Artificial Neural Networks in Natural Language Processing -- System Design and Methodology -- Implementation of RAAM -- A Single RAAM -- A RAAM Ensemble -- Triplet Tree Generation -- Data Collection and Parameter Determination -- Experiments and Results -- Similarity Detection -- Sentiment Detection -- Results on Ambiguous Words -- Conclusion and Future Work -- References -- APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags -- Introduction -- Related Work -- Preliminaries -- Social Tagging System Model -- Similarity Measure -- Approximate Backbone of Tag Clustering Results -- The Details of APPECT -- Capture the Approximate Backbone -- Details of APPECT -- Time Analysis of APPECT -- Experiments and Evaluations -- Data Sets -- Evaluation Metrics. Experimental Results and Discussions -- Conclusion and Future Work -- References -- Bi-clustering Gene Expression Data Using Co-similarity -- Introduction -- The χ-Sim Algorithm -- The Algorithm -- χ-Sim as a Bi-clustering Algorithm -- Experimentation -- Experimental Methodology -- Sample Cluster Analysis -- Gene Cluster Analysis -- Related Work -- Conclusion -- References -- CCE: A Chinese Concept Encyclopedia Incorporating the Expert-Edited Chinese Concept Dictionary with Online Cyclopedias -- Introduction -- Related Work -- Chinese Concept Dictionary -- English Concept Cyclopedia Enhancement -- Construction Methodology for CCE -- Notation and Definition -- The Structure of Baidu Baike -- Method for Ontology Generation -- Semantic Distances and Similarity -- Experiments -- Experiment Setup -- Case Study of CCE -- Document Classification -- Document Clustering -- Relevance Analysis in BlogSphere -- Conclusion and Future Work -- References -- Cluster Ensembles via Weighted Graph Regularized Nonnegative Matrix Factorization -- Introduction -- Related Work -- WGNMF -- Notation -- NMF and Extensions -- Weighted Graph Regularized NMF -- Optimization -- Experiments -- Datasets -- Evaluation Criteria -- Comparison Settings -- Experimental Results -- Individual Clustering Selection -- Impact of Parameter -- Conclusion and Future Work -- References -- Continuously Identifying Representatives Out of Massive Streams -- Introduction -- Related Work -- Problem Statement -- Continuously Identifying Representatives -- Core Clustering -- Extracting Representatives -- Representatives Adjustment -- Experimental Evaluations -- Datasets -- Effectiveness -- Efficiency -- Conclusion -- References -- Cost-Sensitive Decision Tree for Uncertain Data -- Introduction -- Related Work -- Problem Definition -- Cost-Sensitive Decision Tree for Uncertain Data (CSDTU). Data Uncertainty -- Training Algorithm for CSDTU -- Testing Algorithm for CSDTU -- Experiments -- Conclusions and Future Work -- References -- Direct Marketing with Fewer Mistakes -- Introduction -- Related Work -- Most-Certain Learning (MCL) Paradigm -- MCL-b Learning Strategy -- MCL-1 Learning Strategy -- Experiment -- MCL-b Experiment -- MCL-1 Experiment -- Conclusion and Discussion -- References -- Discovering Collective Viewpoints on Micro-blogging Events Based on Community and Temporal Aspects -- Introduction -- Problem Statement -- The Framework of Mining Viewpoints -- Term-Tweet-User Graph -- Problem Definition -- Mining Viewpoints on TWU Graph -- Our Solution -- Modeling Community and Temporal Aspects -- Random Walk on TWU Graph -- Our Algorithm -- Experiments -- Dataset Description -- Evaluation Metric -- Comparison Methods -- Related Work -- Conclusions -- References -- Discriminatory Confidence Analysis in Pattern Mining -- Introduction -- Related Work -- Problem Definition -- The Design of the Information Score Filter -- Discriminatory Confidence vs. Information Score -- Empirical Study -- Discriminatory Confidence Analysis -- Correlation Analysis -- Discriminatory Rule Analysis -- Conclusion -- References -- Dominance-Based Soft Set Approach in Decision-Making Analysis -- Introduction -- Information System -- Soft Set Theory -- Dominance Relation Based Soft Set Theory -- Experiments -- Conclusion -- References -- Efficient Computation of Measurements of Correlated Patterns in Uncertain Data -- Introduction -- Related Work -- Preliminaries -- The Model for Uncertain Data -- All-Confidence and Bond -- Efficient Computation of Expected All-Confidence and Bond -- Definition of Expected All-Confidence and Bond -- Efficient Computation of Expected Bond -- Efficient Computation of All-Confidence -- Experiments and Evaluations. Evaluation Datasets.
Record Nr.	UNISA-996465973003316

Edizione	[1st ed. 2005.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
Descrizione fisica	1 online resource (X, 190 p.)
Disciplina	005.8
Collana	Security and Cryptology
Soggetto topico	Data encryption (Computer science) Algorithms Computer science—Mathematics Cryptology Algorithm Analysis and Problem Complexity Symbolic and Algebraic Manipulation Discrete Mathematics in Computer Science
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Cryptanalytic Attacks and Related Results -- The Cryptanalysis of the AES – A Brief Survey -- The Boomerang Attack on 5 and 6-Round Reduced AES -- A Three Rounds Property of the AES -- DFA on AES -- Refined Analysis of Bounds Related to Linear and Differential Cryptanalysis for the AES -- Algebraic Attacks and Related Results -- Some Algebraic Aspects of the Advanced Encryption Standard -- General Principles of Algebraic Attacks and New Design Criteria for Cipher Components -- An Algebraic Interpretation of 128 -- Hardware Implementations -- Efficient AES Implementations on ASICs and FPGAs -- Small Size, Low Power, Side Channel-Immune AES Coprocessor: Design and Synthesis Results -- Other Topics -- Complementation-Like and Cyclic Properties of AES Round Functions -- More Dual Rijndaels -- Representations and Rijndael Descriptions -- Linearity of the AES Key Schedule -- The Inverse S-Box, Non-linear Polynomial Relations and Cryptanalysis of Block Ciphers.
Record Nr.	UNINA-9910484780103321

Edizione	[1st ed. 2009.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Descrizione fisica	1 online resource (XVI, 331 p.)
Disciplina	005.1/14
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Computer science Computer programming Compilers (Computer programs) Software engineering Algorithms Machine theory Theory of Computation Programming Techniques Compilers and Interpreters Software Engineering Formal Languages and Automata Theory
ISBN	3-642-04652-5
Classificazione	DAT 544f SS 4800
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Self-adjusting Computation with Delta ML -- Spider Spinning for Dummies -- From Reduction-Based to Reduction-Free Normalization -- Libraries for Generic Programming in Haskell -- Dependently Typed Programming in Agda -- A Tutorial on Parallel and Concurrent Programming in Haskell -- An iTask Case Study: A Conference Management System.
Record Nr.	UNISA-996465651403316