Coverart for item
The Resource Advanced Intelligent Computing Theories and Applications : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III, edited by De-Shuang Huang, Kyungsook Han, (electronic resource)

Advanced Intelligent Computing Theories and Applications : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III, edited by De-Shuang Huang, Kyungsook Han, (electronic resource)

Label
Advanced Intelligent Computing Theories and Applications : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III
Title
Advanced Intelligent Computing Theories and Applications
Title remainder
11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III
Statement of responsibility
edited by De-Shuang Huang, Kyungsook Han
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book – in conjunction with the double volume LNCS 9225-9556 – constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The 84 papers of this volume were carefully reviewed and selected from 671 submissions. Original contributions related to this theme are especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, and information security
Member of
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Huang, De-Shuang.
  • Han, Kyungsook.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
9227
http://library.link/vocab/subjectName
  • Computer science
  • Computer software
  • Data mining
  • Information storage and retrieval systems
  • Artificial intelligence
  • Computer vision
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Information Systems Applications (incl. Internet)
  • Information Storage and Retrieval
  • Image Processing and Computer Vision
  • Data Mining and Knowledge Discovery
  • Algorithm Analysis and Problem Complexity
Label
Advanced Intelligent Computing Theories and Applications : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III, edited by De-Shuang Huang, Kyungsook Han, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Machine Learning Theory and Methods -- A Review of Parameter Learning Methods in Bayesian Network -- The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes -- Maximum Principle in the Unbounded Domain of Heisenberg Type -- An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network -- Granular Twin Support vector Machines based on Mixture Kernel -- Detecting Multiple Influential Observations in High Dimensional Linear Regression -- Drift Operator for States of Matter Search Algorithm -- Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance -- PSO-Based Method for SVM Classification on Skewed Data Sets.-Set-Based Many-Objective Optimization Guided by Preferred Regions -- An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization -- A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset.-A Generative Model with Ensemble Manifold Regularization for Multi-View Clustering -- On Classifying Diabetic Patients with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network -- Passivity Analysis of BAM NNs with Mixed Time Delays -- Soft Computing -- A Fuzzy Logic Controller for Indirect Matrix Converter under Abnormal Input Voltage Conditions.-On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions -- A Brief Survey on Fuzzy Cognitive Maps -- Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets -- Knowledge Evaluation with Rough Sets -- On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization -- Image Processing and Computer Vision -- Adaptive Quantization of Local Directional Responses for Infrared Face Recognition.-Preliminary Study of Tongue Image Classification Based on Multi-Label Learning.-Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval -- Reverse Training for Leaf Image Set Classification -- Visual Saliency Detection Based on Color Contrast and Distribution -- Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways.-A Computer Vision Method for the Italian Fingerspelling Recognition.-A Spiking Neural Network for Extraction of Multi-Features in Visual Processing Pathways -- Image Set Classification Based on Synthetic Examples and Reverse Training -- Carried Baggage Detection and Classification Using Part-based Model -- Image Splicing Detection Based on Markov Features in QDCT Domain -- Facial Expression Recognition Based on Hybrid Approach -- A Local Feature Descriptor Based on Energy Information for Human Activity Recognition -- A Robust Online Non-Rigid Structure From Motion Algorithm -- A Multi-Feature Fusion Method for Automatic Multi-Label Image Annotation with Weighted Histogram Integral and Closure Regions Counting -- Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation -- Knowledge Discovery and Data Mining -- The Optimization of Resource Allocation Based on Process Mining -- Research on Optimum Weighted Combination GM (1, 1) Model with Different Initial Value -- Spectral Clustering of High-dimensional Data via K-Nearest Neighbor Based Sparse Representation Coefficients -- Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging -- Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price -- A New Algorithm of Automatic Grading in Computer Paperless Test System -- MLRF: Multi-Label Classification through Random Forest with Label-Set Partition -- Prediction of Oil and Water Layer by Kernel -- Local Fisher Discriminant Analysis -- Assessment of the Pillar 3 Financial and Risk Information -- Disclosures Usefulness to the Commercial Banks Users -- CKNNI: an Improved KNN-Based Missing Value Handling Technique -- An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior -- Natural Language Processing and Computational Linguistics -- Short Text Classification Based on Semantics -- Name Disambiguation Using Semi-Supervised Topic Model -- Automatic Evaluation of Machine Translation through the Residual Analysis -- Is the Most Frequent Sense of a Word Better Connected in a Semantic Network? -- Language Processing and Human Cognition -- An Ontology-Based Approach for Measuring Semantic Similarity between Words -- Intelligent Control and Automation -- Knowledge Bases’ Control for Intelligent Professional Activity Automatization -- Maximum Class-Separability Based Discriminant Feature Selection Using GA for Reliable Fault Diagnosis of Induction Motors -- Multi-Fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy -- A Local Neural Networks Approximation Control of Uncertain Robot Manipulators -- Intelligent Communication Networks and Web Applications -- A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported -- An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism -- A Dijkstra Based Multi-layer Satellite Network Routing Mechanism -- The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers -- Modeling Fault Tolerated Mobile Agents by Colored Petri Nets -- A Self-Adaptive Context-Aware Model for Mobile Commerce -- Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS -- Experimental Verification of the Dependence between the Expected and Observed Visit Rate of Web Pages -- Bioinformatics Theory and Methods.-Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers -- Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier -- Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata -- Semi-Supervised Feature Extraction for RNA-Seq Data Analysis -- Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data -- A Random Projection Ensemble Approach to Drug-Protein Interaction Prediction -- Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM Ensembles -- Identification of Colorectal Cancer Related Genes -- Based on Subnetwork Extraction Algorithm -- Detection of Protein-Protein Interactions from Amino Acid Sequences Using A Rotation Forest Model with a Novel PR-LPQ Descriptor -- Healthcare and Medical Methods -- Age-related Alterations in the Sign Series Entropy of Short-term Pulse Rate Variability -- An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine.-Detection of Epileptic Seizure in EEG Signals with Rule-based Interpretation by Random Forest Approach -- Sparse-view X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization -- The Utilisation of Dynamic Neural Networks for Medical Data Classifications-Survey with Case Study -- Neural Network Classification of Blood Vessels and Tubules based on Haralick Features Evaluated in Histological Images of Kidney Biopsy -- Dependable Healthcare Service Automation: A Holistic Approach -- Information Security -- Improved Concurrent Signature on Conic Curve -- Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XXII, 797 p. 235 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319220536
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-22053-6
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-22053-6
Label
Advanced Intelligent Computing Theories and Applications : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III, edited by De-Shuang Huang, Kyungsook Han, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Machine Learning Theory and Methods -- A Review of Parameter Learning Methods in Bayesian Network -- The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes -- Maximum Principle in the Unbounded Domain of Heisenberg Type -- An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network -- Granular Twin Support vector Machines based on Mixture Kernel -- Detecting Multiple Influential Observations in High Dimensional Linear Regression -- Drift Operator for States of Matter Search Algorithm -- Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance -- PSO-Based Method for SVM Classification on Skewed Data Sets.-Set-Based Many-Objective Optimization Guided by Preferred Regions -- An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization -- A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset.-A Generative Model with Ensemble Manifold Regularization for Multi-View Clustering -- On Classifying Diabetic Patients with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network -- Passivity Analysis of BAM NNs with Mixed Time Delays -- Soft Computing -- A Fuzzy Logic Controller for Indirect Matrix Converter under Abnormal Input Voltage Conditions.-On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions -- A Brief Survey on Fuzzy Cognitive Maps -- Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets -- Knowledge Evaluation with Rough Sets -- On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization -- Image Processing and Computer Vision -- Adaptive Quantization of Local Directional Responses for Infrared Face Recognition.-Preliminary Study of Tongue Image Classification Based on Multi-Label Learning.-Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval -- Reverse Training for Leaf Image Set Classification -- Visual Saliency Detection Based on Color Contrast and Distribution -- Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways.-A Computer Vision Method for the Italian Fingerspelling Recognition.-A Spiking Neural Network for Extraction of Multi-Features in Visual Processing Pathways -- Image Set Classification Based on Synthetic Examples and Reverse Training -- Carried Baggage Detection and Classification Using Part-based Model -- Image Splicing Detection Based on Markov Features in QDCT Domain -- Facial Expression Recognition Based on Hybrid Approach -- A Local Feature Descriptor Based on Energy Information for Human Activity Recognition -- A Robust Online Non-Rigid Structure From Motion Algorithm -- A Multi-Feature Fusion Method for Automatic Multi-Label Image Annotation with Weighted Histogram Integral and Closure Regions Counting -- Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation -- Knowledge Discovery and Data Mining -- The Optimization of Resource Allocation Based on Process Mining -- Research on Optimum Weighted Combination GM (1, 1) Model with Different Initial Value -- Spectral Clustering of High-dimensional Data via K-Nearest Neighbor Based Sparse Representation Coefficients -- Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging -- Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price -- A New Algorithm of Automatic Grading in Computer Paperless Test System -- MLRF: Multi-Label Classification through Random Forest with Label-Set Partition -- Prediction of Oil and Water Layer by Kernel -- Local Fisher Discriminant Analysis -- Assessment of the Pillar 3 Financial and Risk Information -- Disclosures Usefulness to the Commercial Banks Users -- CKNNI: an Improved KNN-Based Missing Value Handling Technique -- An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior -- Natural Language Processing and Computational Linguistics -- Short Text Classification Based on Semantics -- Name Disambiguation Using Semi-Supervised Topic Model -- Automatic Evaluation of Machine Translation through the Residual Analysis -- Is the Most Frequent Sense of a Word Better Connected in a Semantic Network? -- Language Processing and Human Cognition -- An Ontology-Based Approach for Measuring Semantic Similarity between Words -- Intelligent Control and Automation -- Knowledge Bases’ Control for Intelligent Professional Activity Automatization -- Maximum Class-Separability Based Discriminant Feature Selection Using GA for Reliable Fault Diagnosis of Induction Motors -- Multi-Fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy -- A Local Neural Networks Approximation Control of Uncertain Robot Manipulators -- Intelligent Communication Networks and Web Applications -- A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported -- An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism -- A Dijkstra Based Multi-layer Satellite Network Routing Mechanism -- The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers -- Modeling Fault Tolerated Mobile Agents by Colored Petri Nets -- A Self-Adaptive Context-Aware Model for Mobile Commerce -- Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS -- Experimental Verification of the Dependence between the Expected and Observed Visit Rate of Web Pages -- Bioinformatics Theory and Methods.-Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers -- Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier -- Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata -- Semi-Supervised Feature Extraction for RNA-Seq Data Analysis -- Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data -- A Random Projection Ensemble Approach to Drug-Protein Interaction Prediction -- Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM Ensembles -- Identification of Colorectal Cancer Related Genes -- Based on Subnetwork Extraction Algorithm -- Detection of Protein-Protein Interactions from Amino Acid Sequences Using A Rotation Forest Model with a Novel PR-LPQ Descriptor -- Healthcare and Medical Methods -- Age-related Alterations in the Sign Series Entropy of Short-term Pulse Rate Variability -- An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine.-Detection of Epileptic Seizure in EEG Signals with Rule-based Interpretation by Random Forest Approach -- Sparse-view X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization -- The Utilisation of Dynamic Neural Networks for Medical Data Classifications-Survey with Case Study -- Neural Network Classification of Blood Vessels and Tubules based on Haralick Features Evaluated in Histological Images of Kidney Biopsy -- Dependable Healthcare Service Automation: A Holistic Approach -- Information Security -- Improved Concurrent Signature on Conic Curve -- Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XXII, 797 p. 235 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319220536
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-22053-6
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-22053-6

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...