Please use this identifier to cite or link to this item: http://localhost/handle/Hannan/1653
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dc.contributorADMA (Conference) ; (13th : ; 2017 : ; Singapore) ;en_US
dc.contributor.authorCong, Gao, ; editor ;en_US
dc.contributor.authorPeng, Wen-Chih, ; 1973- ; editor ;en_US
dc.contributor.authorZhang, Wei Emma, ; editor ;en_US
dc.contributor.authorLi, Chengliang, ; editor ;en_US
dc.contributor.authorSun, Aixin, ; editor ;en_US
dc.date.accessioned2013en_US
dc.date.accessioned2020-05-17T08:30:47Z-
dc.date.available2020-05-17T08:30:47Z-
dc.date.issued2017en_US
dc.identifier.isbn9783319691794 ; (electronic bk.) ;en_US
dc.identifier.isbn3319691791 ; (electronic bk.) ;en_US
dc.identifier.isbn9783319691787 ; (print) ;en_US
dc.identifier.urihttp://localhost/handle/Hannan/1653-
dc.descriptionen_US
dc.descriptionAvailable to OhioLINK libraries ;en_US
dc.descriptionOhio Library and Information Network ;en_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionPrinted edition: ; 9783319691787 ;en_US
dc.description.statementofresponsibilityedited by Gao Cong, Wen-Chih Peng, Wei Emma Zhang, Chengliang Li, Aixin Sunen_US
dc.description.tableofcontentsDatabase and Distributed Machine Learning -- Querying and Mining Strings Made Easy Distributed Training Large-Scale Deep Architectures -- Fault Detection and Localization in Distributed Systems using Recurrent Convolutional Neural Networks -- Discovering Group Skylines with Constraints by Early Candidate Pruning -- Comparing MapReduce-Based k-NN Similarity Joins On Hadoop For High-dimensional Data -- A Higher-Fidelity Frugal Quantile Estimator -- Recommender System -- Fair Recommendations Through Diversity Promotion -- A Hierarchical Bayesian Factorization Model for Implicit and Explicit Feedback Data -- Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities -- Group Recommender Model Based on Preference Interaction -- Identification of Grey Sheep Users By Histogram Intersection In Recommender Systems -- Social Network and Social Media -- A Feature-based Approach for the Redefined Link Prediction Problem in Signed Networks -- From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach -- Calling for Response: Automatically Distinguishing Situation-aware Tweets During Crises -- Efficient Revenue Maximization for Viral Marketing in Social Networks -- Generating Life Course Trajectory Sequences with Recurrent Neural Networks and Application to Early Detection on Social Disadvantage -- FRISK: A Multilingual Approach to Find twitteR InterestS via wiKipedia -- A Solution to Tweet-Based User Identification across Online Social Networks -- Machine Learning -- Supervised Feature Selection Algorithm Based on Low-Rank and Manifold Learning -- Mixed Membership Sparse Gaussian Conditional Random Fields -- Effects of Dynamic Subspacing in Random Forest -- Diversity and Locality in Multi-Component, Multi-Layer Predictive Systems: A Mutual Information Based Approach -- Hybrid Subspace Mixture Models For Prediction and Anomaly Detection in High Dimensions -- Classification and Clustering Methods -- StruClus: Scalable Structural Graph Set Clustering with Representative Sampling -- Employing Hierarchical Clustering and Reinforcement Learning for Attribute-based Zero-Shot Classification -- Environmental Sound Recognition using Masked Conditional Neural Networks -- Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure -- A Framework for Clustering and Dynamic Maintenance of XML Documents -- Language-independent Twitter Classification using Character-based Convolutional Networks -- Behavior Modeling and User Profiling -- Modeling Check-in Behavior with Geographical Neighborhood Influence of Venues -- An empirical study on collective online behaviors of extremist supporters. -Your Moves, Your Device: Establishing Behavior Profiles using Tensors -- An Approach for Identifying Author Profiles of Blogs -- Generating Topics of Interests for Research Communities -- An Evolutionary Approach for Learning Conditional Preference Network from Inconsistent Examples -- Bioinformatic and Medical Data Analysis -- Predicting Clinical Outcomes of Alzheimer's Disease from Complex Brain Networks -- Doctoral Advisor or Medical Condition: Towards Entity-specific Rankings of Knowledge Base Properties -- Multiclass Lung Cancer Diagnosis by Gene Expression Programming and Microarray Datasets -- Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers -- Spatio-temporal Data -- People-Centric Mobile Crowdsensing Platform for Urban Design -- Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining -- An Intelligent Weighted Fuzzy Time Series Model Based on A Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting -- Mobile Robot Scheduling with Multiple Trips and Time Windows -- Natural Language Processing and Text Mining -- Feature Analysis for Duplicate Detection in Programming QA Communities -- A Joint Human/Machine Process for Coding Events and Conflict Drivers -- Quality Prediction of Newly Proposed Questions in CQA by Leveraging Weakly Supervised Learning -- Improving Chinese Sentiment Analysis via Segmentation-based Representation Using Parallel CNN -- Entity Recognition by Distant Supervision with Soft List Constraint -- Structured Sentiment Analysis -- Data Mining Applications -- Improving Real-Time Bidding Using a Constrained Markov Decision Process -- PowerLSTM: Power Demand Forecasting Using Long Short-Term Memory Neural Network -- Identifying Unreliable Sensors Without a Knowledge of the Ground Truth in Deceptive Environments -- Color-sketch simulator: a guide for color-based visual known-item search -- Applications -- Making Use of External Company Data to Improve the Classification of Bank Transactions -- Mining Load Profile Patterns for Australian Electricity Consumers -- STA: a Spatio-temporal Thematic Analytics Framework for Urban Ground Sensing -- Privacy and Utility Preservation for Location Data Using Stay Region Analysis -- Location-aware Human Activity Recognition -- Demos -- SWYSWYK: a new Sharing Paradigm for the Personal Cloud -- Tools and Infrastructure for Supporting Enterprise Knowledge Graphs -- An Interactive Web-based Toolset for Knowledge Discovery from Short Text Log Data -- Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media -- A system for Querying and Analyzing Urban Regions -- Detect tracking behavior among trajectory data ;en_US
dc.format.extent1 online resource (xvii, 881 pages) : ; illustrations ;en_US
dc.format.extentInternational conference proceedings ;en_US
dc.format.extentIncludes author index ;en_US
dc.publisherSpringer,en_US
dc.relation.ispartofseriesLecture notes in computer science, ; 0302-9743 ; ; 10604 ;en_US
dc.relation.ispartofseriesLecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. SL 7, Artificial intelligence ;en_US
dc.relation.ispartofseriesLecture notes in computer science ; ; 10604. ; 0302-9743 ;en_US
dc.relation.ispartofseriesLecture notes in computer science. ; Lecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. ; SL 7, ; Artificial intelligence ;en_US
dc.relation.haspart9783319691794.pdfen_US
dc.subjectData mining ; Congresses ;en_US
dc.titleAdvanced data mining and applications :en_US
dc.title.alternative13th International Conference, ADMA 2017, Singapore, November 5-6, 2017, Proceedings /en_US
dc.title.alternativeADMA 2017 ;en_US
dc.typeBooken_US
dc.publisher.placeCham, Switzerland :en_US
dc.classification.lcQA76.9.D343 ;en_US
Appears in Collections:مهندسی فناوری اطلاعات

Files in This Item:
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9783319691794.pdf57.05 MBAdobe PDFThumbnail
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Full metadata record
DC FieldValueLanguage
dc.contributorADMA (Conference) ; (13th : ; 2017 : ; Singapore) ;en_US
dc.contributor.authorCong, Gao, ; editor ;en_US
dc.contributor.authorPeng, Wen-Chih, ; 1973- ; editor ;en_US
dc.contributor.authorZhang, Wei Emma, ; editor ;en_US
dc.contributor.authorLi, Chengliang, ; editor ;en_US
dc.contributor.authorSun, Aixin, ; editor ;en_US
dc.date.accessioned2013en_US
dc.date.accessioned2020-05-17T08:30:47Z-
dc.date.available2020-05-17T08:30:47Z-
dc.date.issued2017en_US
dc.identifier.isbn9783319691794 ; (electronic bk.) ;en_US
dc.identifier.isbn3319691791 ; (electronic bk.) ;en_US
dc.identifier.isbn9783319691787 ; (print) ;en_US
dc.identifier.urihttp://localhost/handle/Hannan/1653-
dc.descriptionen_US
dc.descriptionAvailable to OhioLINK libraries ;en_US
dc.descriptionOhio Library and Information Network ;en_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionPrinted edition: ; 9783319691787 ;en_US
dc.description.statementofresponsibilityedited by Gao Cong, Wen-Chih Peng, Wei Emma Zhang, Chengliang Li, Aixin Sunen_US
dc.description.tableofcontentsDatabase and Distributed Machine Learning -- Querying and Mining Strings Made Easy Distributed Training Large-Scale Deep Architectures -- Fault Detection and Localization in Distributed Systems using Recurrent Convolutional Neural Networks -- Discovering Group Skylines with Constraints by Early Candidate Pruning -- Comparing MapReduce-Based k-NN Similarity Joins On Hadoop For High-dimensional Data -- A Higher-Fidelity Frugal Quantile Estimator -- Recommender System -- Fair Recommendations Through Diversity Promotion -- A Hierarchical Bayesian Factorization Model for Implicit and Explicit Feedback Data -- Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities -- Group Recommender Model Based on Preference Interaction -- Identification of Grey Sheep Users By Histogram Intersection In Recommender Systems -- Social Network and Social Media -- A Feature-based Approach for the Redefined Link Prediction Problem in Signed Networks -- From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach -- Calling for Response: Automatically Distinguishing Situation-aware Tweets During Crises -- Efficient Revenue Maximization for Viral Marketing in Social Networks -- Generating Life Course Trajectory Sequences with Recurrent Neural Networks and Application to Early Detection on Social Disadvantage -- FRISK: A Multilingual Approach to Find twitteR InterestS via wiKipedia -- A Solution to Tweet-Based User Identification across Online Social Networks -- Machine Learning -- Supervised Feature Selection Algorithm Based on Low-Rank and Manifold Learning -- Mixed Membership Sparse Gaussian Conditional Random Fields -- Effects of Dynamic Subspacing in Random Forest -- Diversity and Locality in Multi-Component, Multi-Layer Predictive Systems: A Mutual Information Based Approach -- Hybrid Subspace Mixture Models For Prediction and Anomaly Detection in High Dimensions -- Classification and Clustering Methods -- StruClus: Scalable Structural Graph Set Clustering with Representative Sampling -- Employing Hierarchical Clustering and Reinforcement Learning for Attribute-based Zero-Shot Classification -- Environmental Sound Recognition using Masked Conditional Neural Networks -- Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure -- A Framework for Clustering and Dynamic Maintenance of XML Documents -- Language-independent Twitter Classification using Character-based Convolutional Networks -- Behavior Modeling and User Profiling -- Modeling Check-in Behavior with Geographical Neighborhood Influence of Venues -- An empirical study on collective online behaviors of extremist supporters. -Your Moves, Your Device: Establishing Behavior Profiles using Tensors -- An Approach for Identifying Author Profiles of Blogs -- Generating Topics of Interests for Research Communities -- An Evolutionary Approach for Learning Conditional Preference Network from Inconsistent Examples -- Bioinformatic and Medical Data Analysis -- Predicting Clinical Outcomes of Alzheimer's Disease from Complex Brain Networks -- Doctoral Advisor or Medical Condition: Towards Entity-specific Rankings of Knowledge Base Properties -- Multiclass Lung Cancer Diagnosis by Gene Expression Programming and Microarray Datasets -- Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers -- Spatio-temporal Data -- People-Centric Mobile Crowdsensing Platform for Urban Design -- Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining -- An Intelligent Weighted Fuzzy Time Series Model Based on A Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting -- Mobile Robot Scheduling with Multiple Trips and Time Windows -- Natural Language Processing and Text Mining -- Feature Analysis for Duplicate Detection in Programming QA Communities -- A Joint Human/Machine Process for Coding Events and Conflict Drivers -- Quality Prediction of Newly Proposed Questions in CQA by Leveraging Weakly Supervised Learning -- Improving Chinese Sentiment Analysis via Segmentation-based Representation Using Parallel CNN -- Entity Recognition by Distant Supervision with Soft List Constraint -- Structured Sentiment Analysis -- Data Mining Applications -- Improving Real-Time Bidding Using a Constrained Markov Decision Process -- PowerLSTM: Power Demand Forecasting Using Long Short-Term Memory Neural Network -- Identifying Unreliable Sensors Without a Knowledge of the Ground Truth in Deceptive Environments -- Color-sketch simulator: a guide for color-based visual known-item search -- Applications -- Making Use of External Company Data to Improve the Classification of Bank Transactions -- Mining Load Profile Patterns for Australian Electricity Consumers -- STA: a Spatio-temporal Thematic Analytics Framework for Urban Ground Sensing -- Privacy and Utility Preservation for Location Data Using Stay Region Analysis -- Location-aware Human Activity Recognition -- Demos -- SWYSWYK: a new Sharing Paradigm for the Personal Cloud -- Tools and Infrastructure for Supporting Enterprise Knowledge Graphs -- An Interactive Web-based Toolset for Knowledge Discovery from Short Text Log Data -- Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media -- A system for Querying and Analyzing Urban Regions -- Detect tracking behavior among trajectory data ;en_US
dc.format.extent1 online resource (xvii, 881 pages) : ; illustrations ;en_US
dc.format.extentInternational conference proceedings ;en_US
dc.format.extentIncludes author index ;en_US
dc.publisherSpringer,en_US
dc.relation.ispartofseriesLecture notes in computer science, ; 0302-9743 ; ; 10604 ;en_US
dc.relation.ispartofseriesLecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. SL 7, Artificial intelligence ;en_US
dc.relation.ispartofseriesLecture notes in computer science ; ; 10604. ; 0302-9743 ;en_US
dc.relation.ispartofseriesLecture notes in computer science. ; Lecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. ; SL 7, ; Artificial intelligence ;en_US
dc.relation.haspart9783319691794.pdfen_US
dc.subjectData mining ; Congresses ;en_US
dc.titleAdvanced data mining and applications :en_US
dc.title.alternative13th International Conference, ADMA 2017, Singapore, November 5-6, 2017, Proceedings /en_US
dc.title.alternativeADMA 2017 ;en_US
dc.typeBooken_US
dc.publisher.placeCham, Switzerland :en_US
dc.classification.lcQA76.9.D343 ;en_US
Appears in Collections:مهندسی فناوری اطلاعات

Files in This Item:
File Description SizeFormat 
9783319691794.pdf57.05 MBAdobe PDFThumbnail
Preview File
Full metadata record
DC FieldValueLanguage
dc.contributorADMA (Conference) ; (13th : ; 2017 : ; Singapore) ;en_US
dc.contributor.authorCong, Gao, ; editor ;en_US
dc.contributor.authorPeng, Wen-Chih, ; 1973- ; editor ;en_US
dc.contributor.authorZhang, Wei Emma, ; editor ;en_US
dc.contributor.authorLi, Chengliang, ; editor ;en_US
dc.contributor.authorSun, Aixin, ; editor ;en_US
dc.date.accessioned2013en_US
dc.date.accessioned2020-05-17T08:30:47Z-
dc.date.available2020-05-17T08:30:47Z-
dc.date.issued2017en_US
dc.identifier.isbn9783319691794 ; (electronic bk.) ;en_US
dc.identifier.isbn3319691791 ; (electronic bk.) ;en_US
dc.identifier.isbn9783319691787 ; (print) ;en_US
dc.identifier.urihttp://localhost/handle/Hannan/1653-
dc.descriptionen_US
dc.descriptionAvailable to OhioLINK libraries ;en_US
dc.descriptionOhio Library and Information Network ;en_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionen_US
dc.descriptionPrinted edition: ; 9783319691787 ;en_US
dc.description.statementofresponsibilityedited by Gao Cong, Wen-Chih Peng, Wei Emma Zhang, Chengliang Li, Aixin Sunen_US
dc.description.tableofcontentsDatabase and Distributed Machine Learning -- Querying and Mining Strings Made Easy Distributed Training Large-Scale Deep Architectures -- Fault Detection and Localization in Distributed Systems using Recurrent Convolutional Neural Networks -- Discovering Group Skylines with Constraints by Early Candidate Pruning -- Comparing MapReduce-Based k-NN Similarity Joins On Hadoop For High-dimensional Data -- A Higher-Fidelity Frugal Quantile Estimator -- Recommender System -- Fair Recommendations Through Diversity Promotion -- A Hierarchical Bayesian Factorization Model for Implicit and Explicit Feedback Data -- Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities -- Group Recommender Model Based on Preference Interaction -- Identification of Grey Sheep Users By Histogram Intersection In Recommender Systems -- Social Network and Social Media -- A Feature-based Approach for the Redefined Link Prediction Problem in Signed Networks -- From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach -- Calling for Response: Automatically Distinguishing Situation-aware Tweets During Crises -- Efficient Revenue Maximization for Viral Marketing in Social Networks -- Generating Life Course Trajectory Sequences with Recurrent Neural Networks and Application to Early Detection on Social Disadvantage -- FRISK: A Multilingual Approach to Find twitteR InterestS via wiKipedia -- A Solution to Tweet-Based User Identification across Online Social Networks -- Machine Learning -- Supervised Feature Selection Algorithm Based on Low-Rank and Manifold Learning -- Mixed Membership Sparse Gaussian Conditional Random Fields -- Effects of Dynamic Subspacing in Random Forest -- Diversity and Locality in Multi-Component, Multi-Layer Predictive Systems: A Mutual Information Based Approach -- Hybrid Subspace Mixture Models For Prediction and Anomaly Detection in High Dimensions -- Classification and Clustering Methods -- StruClus: Scalable Structural Graph Set Clustering with Representative Sampling -- Employing Hierarchical Clustering and Reinforcement Learning for Attribute-based Zero-Shot Classification -- Environmental Sound Recognition using Masked Conditional Neural Networks -- Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure -- A Framework for Clustering and Dynamic Maintenance of XML Documents -- Language-independent Twitter Classification using Character-based Convolutional Networks -- Behavior Modeling and User Profiling -- Modeling Check-in Behavior with Geographical Neighborhood Influence of Venues -- An empirical study on collective online behaviors of extremist supporters. -Your Moves, Your Device: Establishing Behavior Profiles using Tensors -- An Approach for Identifying Author Profiles of Blogs -- Generating Topics of Interests for Research Communities -- An Evolutionary Approach for Learning Conditional Preference Network from Inconsistent Examples -- Bioinformatic and Medical Data Analysis -- Predicting Clinical Outcomes of Alzheimer's Disease from Complex Brain Networks -- Doctoral Advisor or Medical Condition: Towards Entity-specific Rankings of Knowledge Base Properties -- Multiclass Lung Cancer Diagnosis by Gene Expression Programming and Microarray Datasets -- Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers -- Spatio-temporal Data -- People-Centric Mobile Crowdsensing Platform for Urban Design -- Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining -- An Intelligent Weighted Fuzzy Time Series Model Based on A Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting -- Mobile Robot Scheduling with Multiple Trips and Time Windows -- Natural Language Processing and Text Mining -- Feature Analysis for Duplicate Detection in Programming QA Communities -- A Joint Human/Machine Process for Coding Events and Conflict Drivers -- Quality Prediction of Newly Proposed Questions in CQA by Leveraging Weakly Supervised Learning -- Improving Chinese Sentiment Analysis via Segmentation-based Representation Using Parallel CNN -- Entity Recognition by Distant Supervision with Soft List Constraint -- Structured Sentiment Analysis -- Data Mining Applications -- Improving Real-Time Bidding Using a Constrained Markov Decision Process -- PowerLSTM: Power Demand Forecasting Using Long Short-Term Memory Neural Network -- Identifying Unreliable Sensors Without a Knowledge of the Ground Truth in Deceptive Environments -- Color-sketch simulator: a guide for color-based visual known-item search -- Applications -- Making Use of External Company Data to Improve the Classification of Bank Transactions -- Mining Load Profile Patterns for Australian Electricity Consumers -- STA: a Spatio-temporal Thematic Analytics Framework for Urban Ground Sensing -- Privacy and Utility Preservation for Location Data Using Stay Region Analysis -- Location-aware Human Activity Recognition -- Demos -- SWYSWYK: a new Sharing Paradigm for the Personal Cloud -- Tools and Infrastructure for Supporting Enterprise Knowledge Graphs -- An Interactive Web-based Toolset for Knowledge Discovery from Short Text Log Data -- Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media -- A system for Querying and Analyzing Urban Regions -- Detect tracking behavior among trajectory data ;en_US
dc.format.extent1 online resource (xvii, 881 pages) : ; illustrations ;en_US
dc.format.extentInternational conference proceedings ;en_US
dc.format.extentIncludes author index ;en_US
dc.publisherSpringer,en_US
dc.relation.ispartofseriesLecture notes in computer science, ; 0302-9743 ; ; 10604 ;en_US
dc.relation.ispartofseriesLecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. SL 7, Artificial intelligence ;en_US
dc.relation.ispartofseriesLecture notes in computer science ; ; 10604. ; 0302-9743 ;en_US
dc.relation.ispartofseriesLecture notes in computer science. ; Lecture notes in artificial intelligence ;en_US
dc.relation.ispartofseriesLNCS sublibrary. ; SL 7, ; Artificial intelligence ;en_US
dc.relation.haspart9783319691794.pdfen_US
dc.subjectData mining ; Congresses ;en_US
dc.titleAdvanced data mining and applications :en_US
dc.title.alternative13th International Conference, ADMA 2017, Singapore, November 5-6, 2017, Proceedings /en_US
dc.title.alternativeADMA 2017 ;en_US
dc.typeBooken_US
dc.publisher.placeCham, Switzerland :en_US
dc.classification.lcQA76.9.D343 ;en_US
Appears in Collections:مهندسی فناوری اطلاعات

Files in This Item:
File Description SizeFormat 
9783319691794.pdf57.05 MBAdobe PDFThumbnail
Preview File