Info
Advances in Data and Web Management [[electronic resource] ] : Joint International Conferences, APWeb/WAIM 2009, Suzhou, China, April 2-4, 2009, Proceedings / / edited by Qing Li, Ling Feng, Jian Pei, X. Sean Wang, Xiaofang Zhou, Qiaoming Zhu
| Advances in Data and Web Management [[electronic resource] ] : Joint International Conferences, APWeb/WAIM 2009, Suzhou, China, April 2-4, 2009, Proceedings / / edited by Qing Li, Ling Feng, Jian Pei, X. Sean Wang, Xiaofang Zhou, Qiaoming Zhu |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XXI, 685 p.) |
| Disciplina | 004.6 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computer communication systems
Data mining Application software Information storage and retrieval Pattern recognition Computers Computer Communication Networks Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Storage and Retrieval Pattern Recognition Information Systems and Communication Service |
| ISBN | 3-642-00672-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Keynotes -- Distributed XML Processing -- Towards Multi-modal Extraction and Summarization of Conversations -- Query Processing I -- Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure -- Selective-NRA Algorithms for Top-k Queries -- Continuous K-Nearest Neighbor Query over Moving Objects in Road Networks -- Data Quality Aware Queries in Collaborative Information Systems -- Probabilistic Threshold Range Aggregate Query Processing over Uncertain Data -- Dynamic Data Migration Policies for Query-Intensive Distributed Data Environments -- Query Processing II -- C-Tree Indexing for Holistic Twig Joins -- Processing XML Keyword Search by Constructing Effective Structured Queries -- Representing Multiple Mappings between XML and Relational Schemas for Bi-directional Query Translation -- Finding Irredundant Contained Rewritings of Tree Pattern Queries Using Views -- Topic-Based Techniques -- IRank: A Term-Based Innovation Ranking System for Conferences and Scholars -- A Generalized Topic Modeling Approach for Maven Search -- Topic and Viewpoint Extraction for Diversity and Bias Analysis of News Contents -- Topic-Level Random Walk through Probabilistic Model -- Query-Focused Summarization by Combining Topic Model and Affinity Propagation -- Web Data Processing -- Rank Aggregation to Combine QoS in Web Search -- Personalized Delivery of On–Line Search Advertisement Based on User Interests -- Automatic Web Image Annotation via Web-Scale Image Semantic Space Learning -- Multidimensional Data Analysis -- Representing and Inferring Causalities among Classes of Multidimensional Data -- Efficient Incremental Computation of CUBE in Multiple Versions What-If Analysis -- Incremental Computation for MEDIAN Cubes in What-If Analysis -- The Tradeoff of Delta Table Merging and Re-writing Algorithms in What-If Analysis Application -- Stream Data Processing -- Efficiently Clustering Probabilistic Data Streams -- Detecting Abnormal Trend Evolution over Multiple Data Streams -- Mining Interventions from Parallel Event Sequences -- Effective Similarity Analysis over Event Streams Based on Sharing Extent -- Data Mining and Its Applications -- A Term-Based Driven Clustering Approach for Name Disambiguation -- Sentiment Clustering: A Novel Method to Explore in the Blogosphere -- Kernel-Based Transductive Learning with Nearest Neighbors -- An Improved Algorithm for Mining Non-Redundant Interacting Feature Subsets -- AutoPCS: A Phrase-Based Text Categorization System for Similar Texts -- A Probabilistic Approach for Mining Drifting User Interest -- Temporal Company Relation Mining from the Web -- Data Management Support to Advanced Applications -- StreetTiVo: Using a P2P XML Database System to Manage Multimedia Data in Your Living Room -- Qualitative Spatial Representation and Reasoning for Data Integration of Ocean Observational Systems -- Managing Hierarchical Information on Small Screens -- An Approach to Detect Collaborative Conflicts for Ontology Development -- Miscellaneous -- Using Link-Based Content Analysis to Measure Document Similarity Effectively -- Parallel Load Balancing Strategies for Tree-Structured Peer-to-Peer Networks -- A Verification Mechanism for Secured Message Processing in Business Collaboration -- Semantic Service Discovery by Consistency-Based Matchmaking -- A Fast Heuristic Algorithm for the Composite Web Service Selection -- Short Papers -- Intervention Events Detection and Prediction in Data Streams -- New Balanced Data Allocating and Online Migrating Algorithms in Database Cluster -- An Evaluation of Real-Time Transaction Services in Web Services E-Business Systems -- Formal Definition and Detection Algorithm for Passive Event in RFID Middleware -- Distributed Benchmarking of Relational Database Systems -- Optimizing Many-to-Many Data Aggregation in Wireless Sensor Networks -- Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining -- Efficient Hybrid Password-Based Authenticated Group Key Exchange -- Optimal K-Nearest-Neighbor Query in Data Grid -- A Routing Scheme with Localized Movement in Event-Driven Wireless Sensor Networks -- Short Text Clustering for Search Results -- Load Shedding for Shared Window Join over Real-Time Data Streams -- A Sliding-Window Approach for Finding Top-k Frequent Itemsets from Uncertain Streams -- A Novel ID-Based Anonymous Signcryption Scheme -- Pseudo Period Detection on Time Series Stream with Scale Smoothing -- An Affinity Path Based Wireless Broadcast Scheduling Approach for Multi-item Queries -- Lightweight Data Mining Based Database System Self-optimization: A Case Study -- Efficient Detection of Discords for Time Series Stream -- SLICE: A Novel Method to Find Local Linear Correlations by Constructing Hyperplanes -- Complete and Equivalent Query Rewriting Using Views -- Grubber: Allowing End-Users to Develop XML-Based Wrappers for Web Data Sources -- Performance Analysis of Group Handover Scheme for IEEE 802.16j-Enabled Vehicular Networks -- Directly Identify Unexpected Instances in the Test Set by Entropy Maximization -- Decentralized Orchestration of BPEL Processes with Execution Consistency -- Let Wiki Be More Powerful and Suitable for Enterprises with External Program -- DepRank: A Probabilistic Measure of Dependence via Heterogeneous Links. |
| Record Nr. | UNISA-996465950003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Spatial and Temporal Databases [[electronic resource] ] : 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21 – 23, 2017, Proceedings / / edited by Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik Hoel, Wei-Shinn Ku, Agnes Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada
| Advances in Spatial and Temporal Databases [[electronic resource] ] : 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21 – 23, 2017, Proceedings / / edited by Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik Hoel, Wei-Shinn Ku, Agnes Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XIV, 454 p. 206 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Artificial intelligence Computer science—Mathematics Data mining Database Management Artificial Intelligence Discrete Mathematics in Computer Science Data Mining and Knowledge Discovery |
| ISBN | 3-319-64367-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Routing and Trajectories -- Multi-user Itinerary Planning for Optimal Group Preference -- 1 Introduction -- 2 Problem Definition and Preliminaries -- 3 Proposed Solutions -- 3.1 Meeting Graph and Node Profit -- 3.2 Greedy Itinerary Construction -- 3.3 Optimal Itinerary Construction -- 3.4 Acceleration via Graph Compression -- 4 Related Work -- 5 Experiments -- 5.1 Experiment Design -- 5.2 Experimental Results -- 6 Discussions and Conclusion -- References -- Hybrid Best-First Greedy Search for Orienteering with Category Constraints -- 1 Introduction -- 2 Related Work -- 3 Problem Formalization -- 4 Best-First Search Strategy -- 4.1 Potential Score -- 4.2 Our Algorithm -- 4.3 Further Optimizations -- 5 Approximation Algorithms -- 5.1 Bounding the Score -- 5.2 Bounding the Run Time -- 6 Properties and Bounds -- 6.1 Correctness of Pruning -- 6.2 Lower Bounding the Score -- 6.3 Upper Bounding the Run Time -- 7 Experimental Evaluation -- 7.1 Data Sets -- 7.2 Effects of Parameters -- 7.3 Comparison with Competitors -- 8 Conclusion and Future Work -- References -- On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data -- 1 Introduction -- 2 Related Work -- 2.1 User Identification -- 2.2 User Linkage -- 2.3 Spatial Privacy -- 3 Problem Definition -- 4 Trajectory Based User Identification -- 4.1 Trace Profile Modeling -- 4.2 Set Descriptors -- 4.3 Transition Descriptors -- 4.4 Classification -- 4.5 User Linkage -- 5 Experimental Evaluation -- 5.1 Accuracy Using Set Descriptors -- 5.2 Accuracy Using Frequent Transitions -- 5.3 Accuracy for Different Observation Counts -- 5.4 User Linkage Between Different Social Networks -- 5.5 Scalability -- 6 Conclusions -- References -- Big Spatial Data -- Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data.
1 Introduction -- 2 Background on Impala -- 3 Architecture -- 4 Query Parser -- 4.1 Geometry Data Type -- 4.2 Spatial Functions -- 4.3 Spatial Operations -- 4.4 Spatial Indexing -- 5 Spatial Indexing -- 5.1 Index Construction in Sphinx -- 5.2 Importing SpatialHadoop Indexes -- 6 Query Planner -- 6.1 Range Query Plans -- 6.2 Spatial Join Plans -- 7 Query Executor -- 7.1 R-tree Scanner -- 7.2 Spatial Join Operator -- 8 Experiments -- 8.1 Index Construction -- 8.2 Range Query -- 8.3 Spatial Join -- 9 Related Work -- 10 Conclusion -- References -- ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data -- 1 Introduction -- 2 Related Work -- 3 ST-Hadoop Architecture -- 4 Language Layer -- 5 Indexing Layer -- 5.1 Concept of Hierarchy -- 5.2 Index Construction -- 5.3 Phase I: Sampling -- 5.4 Phase II: Temporal Slicing -- 5.5 Phase III: Spatial Indexing -- 5.6 Phase IV: Physical Writing -- 6 Operations Layer -- 6.1 Spatio-Temporal Range Query -- 6.2 Spatio-Temporal Join -- 7 Experiments -- 7.1 Spatiotemporal Range Query -- 7.2 Index Construction -- 7.3 Spatiotemporal Join -- 8 Conclusion -- References -- GeoWave: Utilizing Distributed Key-Value Stores for Multidimensional Data -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Contributions -- 3.1 Locality Preservation of Multi-dimensional Values -- 3.2 Spatial Subsampling for Map Rendering -- 3.3 Managing Data Variety and Complexity -- 3.4 Key-Value Store Parity -- 4 Experimental Evaluation -- 4.1 Locality Preservation Performance -- 4.2 Map Pixel-Based Spatial Subsampling Performance -- 4.3 Differences in Multi-range Scans Among Key-Value Stores -- 5 Conclusions -- References -- Indexing and Aggregation -- Sweeping-Based Temporal Aggregation -- 1 Introduction -- 2 Related Work -- 3 Problem Formalization -- 3.1 Temporal Relations -- 3.2 Temporal Aggregation on Constant Intervals. 3.3 Temporal Aggregation on Fixed Intervals -- 4 Sweeping-Based Temporal Aggregation -- 4.1 Endpoint Index -- 4.2 Temporal Aggregation on Constant Intervals -- 4.3 Temporal Aggregation on Fixed Intervals -- 5 Empirical Evaluation -- 5.1 Environment -- 5.2 Competitors -- 5.3 Test Workloads -- 5.4 Results -- 6 Conclusion -- References -- Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL -- Lessons from the Road -- 1 Introduction -- 2 Studied Spatial Database Indexing Schemes -- 2.1 Generalized Search Tree (GiST-Spatial) -- 2.2 Block Range Index (BRIN-Spatial) -- 2.3 Hippo-Spatial -- 3 Experimental Environment -- 4 Studying the Indexing Overhead -- 4.1 Index Size -- 4.2 Index Initialization Time -- 5 Evaluating the Query Response Time -- 5.1 Varying the Spatial Range Query Selectivity Factor -- 5.2 Varying the Spatial Range Area Size -- 6 Studying the Index Maintenance Overhead -- 6.1 Insertion Time -- 6.2 Deletion Time -- 6.3 Hybrid Workload Performance -- 7 Summary of Results -- 8 Key Insights and Learned Lessons -- References -- Towards Spatially- and Category-Wise k-Diverse Nearest Neighbors Queries -- 1 Introduction -- 2 Related Work -- 3 Problem Definition -- 4 Proposed Solutions -- 4.1 Recursive Range Filtering (RRF) -- 4.2 Pair Graph Solution (PG) -- 4.3 From Conventional Skylines to Linear Skylines -- 5 Experiments -- 5.1 Spatial Diversity -- 5.2 Categorical Diversity -- 5.3 Effectiveness and Efficiency -- 6 Conclusion -- References -- Spatio-Temporal Functional Dependencies for Sensor Data Streams -- 1 Introduction -- 2 Preliminaries -- 3 Database Modeling for Sensor Data -- 3.1 Granularity Aware Sensor Database -- 3.2 Spatio-Temporal Functional Dependency (STFD) -- 3.3 Reasoning on STFDs -- 3.4 Normalization -- 3.5 Semantic Value Assumption -- 4 Prototype for Sensor Database -- 4.1 Implementation. 4.2 Ongoing Experiments -- 5 Related Work -- 6 Conclusion -- References -- Recommendation -- Location-Aware Query Recommendation for Search Engines at Scale -- 1 Introduction -- 2 Preliminaries and Definitions -- 2.1 Query Log -- 2.2 Obtaining Locations from a Query Log -- 2.3 Query-Flow Graph -- 2.4 Term-Query-Flow Graph -- 3 Location-Aware Query Recommendation -- 4 Location-Aware PPR -- 4.1 BCA with Online Transition Matrix -- 5 Experimental Evaluation -- 5.1 Dataset -- 5.2 Methodology -- 5.3 User Study -- 5.4 Effectiveness -- 5.5 Efficiency -- 6 Related Work -- 7 Conclusion -- References -- Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services -- 1 Introduction -- 2 Related Work -- 2.1 Static Ridesharing -- 2.2 Dynamic Ridesharing -- 2.3 Trust-Conscious Ridesharing -- 3 Problem Formulation -- 3.1 Definitions -- 3.2 Spatial and Social Scores -- 3.3 Solution Overview -- 4 Candidate Taxis Searching -- 4.1 Edge-Based Candidates Selection -- 4.2 Grid-Based Candidates Selection -- 5 Taxi Scheduling and Top-k Taxi Selection -- 5.1 Overall Procedure of Top-k Taxis Selection -- 5.2 Spatial Score Upper Bounds -- 5.3 Time-Dependent Fastest Path Calculation -- 5.4 Optimal Schedule -- 5.5 Hopping Algorithm -- 6 Experimental Evaluation -- 6.1 Experimental Settings -- 6.2 Experimental Results -- 7 Conclusion -- References -- P-LAG: Location-Aware Group Recommendation for Passive Users -- 1 Introduction -- 2 Problem Definition -- 3 Vector Extraction -- 3.1 Topic Vector Extraction -- 3.2 Topic Vector Analysis -- 4 Indexing and Search for P-LAG -- 4.1 Basic R-tree Approach -- 4.2 TAR-tree Approach: Topic-Aware R-tree -- 4.3 Vector Compression in the TAR-tree -- 5 Experimental Evaluation -- 5.1 Datasets -- 5.2 Efficiency Analysis -- 5.3 Effectiveness -- 5.4 Storage Requirements -- 6 Related Work -- 7 Conclusion -- References -- Data Mining. Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results -- 1 Introduction -- 2 Problem Statement -- 2.1 Basic Concepts -- 2.2 Problem Definition -- 3 Proposed Approach -- 3.1 Algorithm Overview -- 3.2 Cell-Aggregate-Based Upper Bound Filter -- 3.3 Refinement Algorithms -- 4 Evaluation -- 4.1 Results on Synthetic Data -- 4.2 Results on Real World Dataset -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results -- 1 Introduction -- 2 Problem Statement -- 2.1 Basic Concepts -- 2.2 Problem Formulation -- 3 BaseNIHD: A Baseline Algorithm Using Known Algorithmic Refinements -- 4 NPP: An Algorithm Based on Network Partitioning and Upper-Bound Pruning -- 5 Theoretical Analysis -- 6 Case Studies on Real World Crime Data -- 6.1 Robberies Occurred in Pinellas County, Florida -- 6.2 Assaults Occurred in Fremont, Washington -- 7 Experimental Evaluation -- 7.1 Experimental Setup -- 7.2 Experimental Results -- 8 Conclusion and Future Work -- References -- Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data -- 1 Introduction -- 1.1 Roadmap -- 2 Framework for Natural Hazards Detection -- 2.1 Environmental Tensor Factorization -- 2.2 Classifying Natural Hazards -- 3 Spatio-Temporal Tensor Sparsification -- 3.1 Algorithmic procedure -- 4 Experimental Evaluation -- 4.1 Global Climate Data -- 4.2 Finding Synthetic Spatio-Temporal Outliers -- 4.3 Finding Natural Hazards on Real Data -- 5 Related Work -- 5.1 Spatio-Temporal Outlier Detection -- 5.2 Classification and Prediction -- 5.3 Tensor Factorization -- 6 Conclusion -- References -- Localization and Spatial Allocation -- FF-SA: Fragmentation-Free Spatial Allocation -- 1 Introduction -- 2 Problem Statement: Fragmentation-Free Spatial Allocation -- 3 Challenges. 4 Related Work and Limitations. |
| Record Nr. | UNISA-996466176303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Spatial and Temporal Databases : 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21 – 23, 2017, Proceedings / / edited by Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik Hoel, Wei-Shinn Ku, Agnes Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada
| Advances in Spatial and Temporal Databases : 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21 – 23, 2017, Proceedings / / edited by Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik Hoel, Wei-Shinn Ku, Agnes Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XIV, 454 p. 206 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Artificial intelligence Computer science—Mathematics Data mining Database Management Artificial Intelligence Discrete Mathematics in Computer Science Data Mining and Knowledge Discovery |
| ISBN | 3-319-64367-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Routing and Trajectories -- Multi-user Itinerary Planning for Optimal Group Preference -- 1 Introduction -- 2 Problem Definition and Preliminaries -- 3 Proposed Solutions -- 3.1 Meeting Graph and Node Profit -- 3.2 Greedy Itinerary Construction -- 3.3 Optimal Itinerary Construction -- 3.4 Acceleration via Graph Compression -- 4 Related Work -- 5 Experiments -- 5.1 Experiment Design -- 5.2 Experimental Results -- 6 Discussions and Conclusion -- References -- Hybrid Best-First Greedy Search for Orienteering with Category Constraints -- 1 Introduction -- 2 Related Work -- 3 Problem Formalization -- 4 Best-First Search Strategy -- 4.1 Potential Score -- 4.2 Our Algorithm -- 4.3 Further Optimizations -- 5 Approximation Algorithms -- 5.1 Bounding the Score -- 5.2 Bounding the Run Time -- 6 Properties and Bounds -- 6.1 Correctness of Pruning -- 6.2 Lower Bounding the Score -- 6.3 Upper Bounding the Run Time -- 7 Experimental Evaluation -- 7.1 Data Sets -- 7.2 Effects of Parameters -- 7.3 Comparison with Competitors -- 8 Conclusion and Future Work -- References -- On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data -- 1 Introduction -- 2 Related Work -- 2.1 User Identification -- 2.2 User Linkage -- 2.3 Spatial Privacy -- 3 Problem Definition -- 4 Trajectory Based User Identification -- 4.1 Trace Profile Modeling -- 4.2 Set Descriptors -- 4.3 Transition Descriptors -- 4.4 Classification -- 4.5 User Linkage -- 5 Experimental Evaluation -- 5.1 Accuracy Using Set Descriptors -- 5.2 Accuracy Using Frequent Transitions -- 5.3 Accuracy for Different Observation Counts -- 5.4 User Linkage Between Different Social Networks -- 5.5 Scalability -- 6 Conclusions -- References -- Big Spatial Data -- Sphinx: Empowering Impala for Efficient Execution of SQL Queries on Big Spatial Data.
1 Introduction -- 2 Background on Impala -- 3 Architecture -- 4 Query Parser -- 4.1 Geometry Data Type -- 4.2 Spatial Functions -- 4.3 Spatial Operations -- 4.4 Spatial Indexing -- 5 Spatial Indexing -- 5.1 Index Construction in Sphinx -- 5.2 Importing SpatialHadoop Indexes -- 6 Query Planner -- 6.1 Range Query Plans -- 6.2 Spatial Join Plans -- 7 Query Executor -- 7.1 R-tree Scanner -- 7.2 Spatial Join Operator -- 8 Experiments -- 8.1 Index Construction -- 8.2 Range Query -- 8.3 Spatial Join -- 9 Related Work -- 10 Conclusion -- References -- ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data -- 1 Introduction -- 2 Related Work -- 3 ST-Hadoop Architecture -- 4 Language Layer -- 5 Indexing Layer -- 5.1 Concept of Hierarchy -- 5.2 Index Construction -- 5.3 Phase I: Sampling -- 5.4 Phase II: Temporal Slicing -- 5.5 Phase III: Spatial Indexing -- 5.6 Phase IV: Physical Writing -- 6 Operations Layer -- 6.1 Spatio-Temporal Range Query -- 6.2 Spatio-Temporal Join -- 7 Experiments -- 7.1 Spatiotemporal Range Query -- 7.2 Index Construction -- 7.3 Spatiotemporal Join -- 8 Conclusion -- References -- GeoWave: Utilizing Distributed Key-Value Stores for Multidimensional Data -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Contributions -- 3.1 Locality Preservation of Multi-dimensional Values -- 3.2 Spatial Subsampling for Map Rendering -- 3.3 Managing Data Variety and Complexity -- 3.4 Key-Value Store Parity -- 4 Experimental Evaluation -- 4.1 Locality Preservation Performance -- 4.2 Map Pixel-Based Spatial Subsampling Performance -- 4.3 Differences in Multi-range Scans Among Key-Value Stores -- 5 Conclusions -- References -- Indexing and Aggregation -- Sweeping-Based Temporal Aggregation -- 1 Introduction -- 2 Related Work -- 3 Problem Formalization -- 3.1 Temporal Relations -- 3.2 Temporal Aggregation on Constant Intervals. 3.3 Temporal Aggregation on Fixed Intervals -- 4 Sweeping-Based Temporal Aggregation -- 4.1 Endpoint Index -- 4.2 Temporal Aggregation on Constant Intervals -- 4.3 Temporal Aggregation on Fixed Intervals -- 5 Empirical Evaluation -- 5.1 Environment -- 5.2 Competitors -- 5.3 Test Workloads -- 5.4 Results -- 6 Conclusion -- References -- Indexing the Pickup and Drop-Off Locations of NYC Taxi Trips in PostgreSQL -- Lessons from the Road -- 1 Introduction -- 2 Studied Spatial Database Indexing Schemes -- 2.1 Generalized Search Tree (GiST-Spatial) -- 2.2 Block Range Index (BRIN-Spatial) -- 2.3 Hippo-Spatial -- 3 Experimental Environment -- 4 Studying the Indexing Overhead -- 4.1 Index Size -- 4.2 Index Initialization Time -- 5 Evaluating the Query Response Time -- 5.1 Varying the Spatial Range Query Selectivity Factor -- 5.2 Varying the Spatial Range Area Size -- 6 Studying the Index Maintenance Overhead -- 6.1 Insertion Time -- 6.2 Deletion Time -- 6.3 Hybrid Workload Performance -- 7 Summary of Results -- 8 Key Insights and Learned Lessons -- References -- Towards Spatially- and Category-Wise k-Diverse Nearest Neighbors Queries -- 1 Introduction -- 2 Related Work -- 3 Problem Definition -- 4 Proposed Solutions -- 4.1 Recursive Range Filtering (RRF) -- 4.2 Pair Graph Solution (PG) -- 4.3 From Conventional Skylines to Linear Skylines -- 5 Experiments -- 5.1 Spatial Diversity -- 5.2 Categorical Diversity -- 5.3 Effectiveness and Efficiency -- 6 Conclusion -- References -- Spatio-Temporal Functional Dependencies for Sensor Data Streams -- 1 Introduction -- 2 Preliminaries -- 3 Database Modeling for Sensor Data -- 3.1 Granularity Aware Sensor Database -- 3.2 Spatio-Temporal Functional Dependency (STFD) -- 3.3 Reasoning on STFDs -- 3.4 Normalization -- 3.5 Semantic Value Assumption -- 4 Prototype for Sensor Database -- 4.1 Implementation. 4.2 Ongoing Experiments -- 5 Related Work -- 6 Conclusion -- References -- Recommendation -- Location-Aware Query Recommendation for Search Engines at Scale -- 1 Introduction -- 2 Preliminaries and Definitions -- 2.1 Query Log -- 2.2 Obtaining Locations from a Query Log -- 2.3 Query-Flow Graph -- 2.4 Term-Query-Flow Graph -- 3 Location-Aware Query Recommendation -- 4 Location-Aware PPR -- 4.1 BCA with Online Transition Matrix -- 5 Experimental Evaluation -- 5.1 Dataset -- 5.2 Methodology -- 5.3 User Study -- 5.4 Effectiveness -- 5.5 Efficiency -- 6 Related Work -- 7 Conclusion -- References -- Top-k Taxi Recommendation in Realtime Social-Aware Ridesharing Services -- 1 Introduction -- 2 Related Work -- 2.1 Static Ridesharing -- 2.2 Dynamic Ridesharing -- 2.3 Trust-Conscious Ridesharing -- 3 Problem Formulation -- 3.1 Definitions -- 3.2 Spatial and Social Scores -- 3.3 Solution Overview -- 4 Candidate Taxis Searching -- 4.1 Edge-Based Candidates Selection -- 4.2 Grid-Based Candidates Selection -- 5 Taxi Scheduling and Top-k Taxi Selection -- 5.1 Overall Procedure of Top-k Taxis Selection -- 5.2 Spatial Score Upper Bounds -- 5.3 Time-Dependent Fastest Path Calculation -- 5.4 Optimal Schedule -- 5.5 Hopping Algorithm -- 6 Experimental Evaluation -- 6.1 Experimental Settings -- 6.2 Experimental Results -- 7 Conclusion -- References -- P-LAG: Location-Aware Group Recommendation for Passive Users -- 1 Introduction -- 2 Problem Definition -- 3 Vector Extraction -- 3.1 Topic Vector Extraction -- 3.2 Topic Vector Analysis -- 4 Indexing and Search for P-LAG -- 4.1 Basic R-tree Approach -- 4.2 TAR-tree Approach: Topic-Aware R-tree -- 4.3 Vector Compression in the TAR-tree -- 5 Experimental Evaluation -- 5.1 Datasets -- 5.2 Efficiency Analysis -- 5.3 Effectiveness -- 5.4 Storage Requirements -- 6 Related Work -- 7 Conclusion -- References -- Data Mining. Grid-Based Colocation Mining Algorithms on GPU for Big Spatial Event Data: A Summary of Results -- 1 Introduction -- 2 Problem Statement -- 2.1 Basic Concepts -- 2.2 Problem Definition -- 3 Proposed Approach -- 3.1 Algorithm Overview -- 3.2 Cell-Aggregate-Based Upper Bound Filter -- 3.3 Refinement Algorithms -- 4 Evaluation -- 4.1 Results on Synthetic Data -- 4.2 Results on Real World Dataset -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results -- 1 Introduction -- 2 Problem Statement -- 2.1 Basic Concepts -- 2.2 Problem Formulation -- 3 BaseNIHD: A Baseline Algorithm Using Known Algorithmic Refinements -- 4 NPP: An Algorithm Based on Network Partitioning and Upper-Bound Pruning -- 5 Theoretical Analysis -- 6 Case Studies on Real World Crime Data -- 6.1 Robberies Occurred in Pinellas County, Florida -- 6.2 Assaults Occurred in Fremont, Washington -- 7 Experimental Evaluation -- 7.1 Experimental Setup -- 7.2 Experimental Results -- 8 Conclusion and Future Work -- References -- Detection and Prediction of Natural Hazards Using Large-Scale Environmental Data -- 1 Introduction -- 1.1 Roadmap -- 2 Framework for Natural Hazards Detection -- 2.1 Environmental Tensor Factorization -- 2.2 Classifying Natural Hazards -- 3 Spatio-Temporal Tensor Sparsification -- 3.1 Algorithmic procedure -- 4 Experimental Evaluation -- 4.1 Global Climate Data -- 4.2 Finding Synthetic Spatio-Temporal Outliers -- 4.3 Finding Natural Hazards on Real Data -- 5 Related Work -- 5.1 Spatio-Temporal Outlier Detection -- 5.2 Classification and Prediction -- 5.3 Tensor Factorization -- 6 Conclusion -- References -- Localization and Spatial Allocation -- FF-SA: Fragmentation-Free Spatial Allocation -- 1 Introduction -- 2 Problem Statement: Fragmentation-Free Spatial Allocation -- 3 Challenges. 4 Related Work and Limitations. |
| Record Nr. | UNINA-9910483017603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Database and Expert Systems Applications [[electronic resource] ] : 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part II / / edited by Stephen W. Liddle, Klaus-Dieter Schewe, A Min Tjoa, Xiaofang Zhou
| Database and Expert Systems Applications [[electronic resource] ] : 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part II / / edited by Stephen W. Liddle, Klaus-Dieter Schewe, A Min Tjoa, Xiaofang Zhou |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XXIV, 526 p. 176 illus.) |
| Disciplina | 006.312 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data mining
Database management Information storage and retrieval Application software User interfaces (Computer systems) Artificial intelligence Data Mining and Knowledge Discovery Database Management Information Storage and Retrieval Information Systems Applications (incl. Internet) User Interfaces and Human Computer Interaction Artificial Intelligence |
| ISBN | 3-642-32597-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Consistent Query Answering Using Relational Databases through Argumentation -- Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing, Storing, and Querying -- Prediction of Web User Behavior by Discovering Temporal Relational Rules from Web Log Data -- A Hybrid Approach to Text Categorization Applied to Semantic Annotation.- An Unsupervised Framework for Topological Relations Extraction from Geographic Documents -- Combination of Machine-Learning Algorithms for Fault Prediction in High-Precision Foundries -- A Framework for Conditioning Uncertain Relational Data -- Cause Analysis of New Incidents by Using Failure Knowledge Database -- Modeling and Querying Context-Aware Personal Information Spaces -- Ontology-Based Recommendation Algorithms for Personalized Education -- Towards Quantitative Constraints Ranking in Data Clustering -- A Topic-Oriented Analysis of Information Diffusion in a Blogosphere -- Trip Tweets Search by Considering Spatio-temporal Continuity of User Behavior -- Incremental Cosine Computations for Search and Exploration of Tag Spaces -- Impression-Aware Video Stream Retrieval System with Temporal Color-Sentiment Analysis and Visualization -- Dynamic Workload-Based Partitioning for Large-Scale Databases -- Dynamic Vertical Partitioning of Multimedia Databases Using Active Rules -- RTDW-bench: Benchmark for Testing Refreshing Performance of Real-Time Data Warehouse -- Middleware and Language for Sensor Streams -- Statistical Analysis of the owl:sameAs Network for Aligning Concepts in the Linking Open Data Cloud -- Paragraph Tables: A Storage Scheme Based on RDF Document Structure -- Continuously Mining Sliding Window Trend Clusters in a Sensor Network -- Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency -- R-Proxy Framework for In-DB Data-Parallel Analytics -- View Selection under Multiple Resource Constraints in a Distributed Context -- The Impact of Modes of Mediation on the Web Retrieval Process -- Querying a Semi-automated Data Integration System -- A New Approach for Date Sharing and Recommendation in Social Web -- A Framework for Time-Aware Recommendations -- A Hybrid Time-Series Link Prediction Framework for Large Social Network -- A Comparison of Top-k Temporal Keyword Querying over Versioned Text Collections -- An Efficient SQL Rewrite Approach for Temporal Coalescing in the Teradata RDBMS -- HIP: I nformation Passing for Optimizing Join-Intensive Data Processing Workloads on Hadoop -- All-Visible-k-Nearest-Neighbor Queries -- Algorithm for Term Linearizations of Aggregate Queries with Comparisons -- Evaluating Skyline Queries on Spatial Web Objects.- Alternative Query Optimization for Workload Management -- Online Top-k Similar Time-Lagged Pattern Pair Search in Multiple Time Series.- Improving the Performance for the Range Search on Metric Spaces Using a Multi-GPU Platform -- A Scheme of Fragment-Based Faceted Image Search -- Indexing Metric Spaces with Nested Forests -- Navigating in Complex Business Processes -- Combining Information and Activities in Business Processes -- Opinion Extraction Applied to Criteria -- SocioPath: Bridging the Gap between Digital and Social Worlds.- Detecting Privacy Violations in Multiple Views Publishing -- Anomaly Discovery and Resolution in MySQL Access Control Policies. . |
| Record Nr. | UNISA-996466063303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database and Expert Systems Applications [[electronic resource] ] : 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part I / / edited by Stephen W. Liddle, Klaus-Dieter Schewe, A Min Tjoa, Xiaofang Zhou
| Database and Expert Systems Applications [[electronic resource] ] : 23rd International Conference, DEXA 2012, Vienna, Austria, September 3-6, 2012, Proceedings, Part I / / edited by Stephen W. Liddle, Klaus-Dieter Schewe, A Min Tjoa, Xiaofang Zhou |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XXIII, 514 p. 215 illus.) |
| Disciplina | 006.312 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Data mining
Database management Information storage and retrieval Application software User interfaces (Computer systems) Artificial intelligence Data Mining and Knowledge Discovery Database Management Information Storage and Retrieval Information Systems Applications (incl. Internet) User Interfaces and Human Computer Interaction Artificial Intelligence |
| ISBN | 3-642-32600-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | DIADEM: Domains to Databases -- Stepwise Development of FormalModels forWeb Services Compositions: Modelling and Property Verification -- A Hybrid Approach for General XML Query Processing -- SCOOTER: A Compact and Scalable Dynamic Labeling Scheme for XML Updates -- Reuse the Deleted Labels for Vector Order-Based Dynamic XML Labeling Schemes.- Towards an Efficient Flash-Based Mid-Tier Cache -- Evacuation Planning of Large Buildings Using Ladders.- A Write Efficient PCM-Aware Sort.- Performance Analysis of Algorithms to Reason about XML Keys.- Finding Top-K Correct XPath Queries of User’s Incorrect XPath Query -- Analyzing Plan Diagrams of XQuery Optimizers -- Spreadsheet Metadata Extraction: A Layout-Based Approach -- Automated Extraction of Semantic Concepts from Semi-structured Data: Supporting Computer-Based Education through the Analysis of Lecture Notes -- A Confidence–Weighted Metric for Unsupervised Ontology Population from Web Texts.- Situation-Aware User’s Interests Prediction for Query Enrichment -- The Effective Relevance Link between a Document and a Query -- Incremental Computation of Skyline Queries with Dynamic Preferences.- Efficient Discovery of Correlated Patterns in Transactional Databases Using Items’ Support Intervals -- On Checking Executable Conceptual Schema Validity by Testing -- Querying Transaction–Time Databases under Branched Schema Evolution -- Fast Identity Anonymization on Graphs -- Probabilistic Inference of Fine-Grained Data Provenance -- Enhancing Utility and Privacy-Safety via Semi-homogenous Generalization.-Processing XML Twig Pattern Query with Wildcards -- A Direct Approach to Holistic Boolean-Twig Pattern Evaluation -- Full Tree-Based Encoding Technique for Dynamic XML Labeling Schemes -- Top-k Maximal Influential Paths in Network Data -- Learning to Rank from Concept-Drifting Network Data Streams -- Top-k Context-Aware Queries on Streams -- Fast Block-Compressed Inverted Lists.- Positional Data Organization and Compression in Web Inverted Indexes.-Decreasing Memory Footprints for Better Enterprise Java Application Performance. Knowledge-Driven Syntactic Structuring: The Case of Multidimensional Space of Music Information -- Mining Frequent Itemsets Using Node-Sets of a Prefix-Tree -- MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks.- Sequenced Route Query in Road Network Distance Based on Incremental Euclidean Restriction -- Path-Based Constrained Nearest Neighbor Search in a Road Network -- Efficient Fuzzy Ranking for Keyword Search on Graphs. Stepwise Development of FormalModels forWeb Services Compositions: Modelling and Property Verification -- A Hybrid Approach for General XML Query Processing -- SCOOTER: A Compact and Scalable Dynamic Labeling Scheme for XML Updates -- Reuse the Deleted Labels for Vector Order-Based Dynamic XML Labeling Schemes.- Towards an Efficient Flash-Based Mid-Tier Cache -- Evacuation Planning of Large Buildings Using Ladders.- A Write Efficient PCM-Aware Sort.- Performance Analysis of Algorithms to Reason about XML Keys.- Finding Top-K Correct XPath Queries of User’s Incorrect XPath Query -- Analyzing Plan Diagrams of XQuery Optimizers -- Spreadsheet Metadata Extraction: A Layout-Based Approach -- Automated Extraction of Semantic Concepts from Semi-structured Data: Supporting Computer-Based Education through the Analysis of Lecture Notes -- A Confidence–Weighted Metric for Unsupervised Ontology Population from Web Texts.- Situation-Aware User’s Interests Prediction for Query Enrichment -- The Effective Relevance Link between a Document and a Query -- Incremental Computation of Skyline Queries with Dynamic Preferences.- Efficient Discovery of Correlated Patterns in Transactional Databases Using Items’ Support Intervals -- On Checking Executable Conceptual Schema Validity by Testing -- Querying Transaction–Time Databases under Branched Schema Evolution -- Fast Identity Anonymization on Graphs -- Probabilistic Inference of Fine-Grained Data Provenance -- Enhancing Utility and Privacy-Safety via Semi-homogenous Generalization.-Processing XML Twig Pattern Query with Wildcards -- A Direct Approach to Holistic Boolean-Twig Pattern Evaluation -- Full Tree-Based Encoding Technique for Dynamic XML Labeling Schemes -- Top-k Maximal Influential Paths in Network Data -- Learning to Rank from Concept-Drifting Network Data Streams -- Top-k Context-Aware Queries on Streams -- Fast Block-Compressed Inverted Lists.- Positional Data Organization and Compression in Web Inverted Indexes.-Decreasing Memory Footprints for Better Enterprise Java Application Performance. Knowledge-Driven Syntactic Structuring: The Case of Multidimensional Space of Music Information -- Mining Frequent Itemsets Using Node-Sets of a Prefix-Tree -- MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks.- Sequenced Route Query in Road Network Distance Based on Incremental Euclidean Restriction -- Path-Based Constrained Nearest Neighbor Search in a Road Network -- Efficient Fuzzy Ranking for Keyword Search on Graphs. |
| Record Nr. | UNISA-996466060803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database and Expert Systems Applications [[electronic resource] ] : 22nd International Conference, DEXA 2011, Bilbao, Spain, August 29 - September 2, 2011, Proceedings, Part II / / edited by Abdelkader Hameurlain, Stephen W. Liddle, Klaus-Dieter Schewe, Xiaofang Zhou
| Database and Expert Systems Applications [[electronic resource] ] : 22nd International Conference, DEXA 2011, Bilbao, Spain, August 29 - September 2, 2011, Proceedings, Part II / / edited by Abdelkader Hameurlain, Stephen W. Liddle, Klaus-Dieter Schewe, Xiaofang Zhou |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XXVI, 608 p.) |
| Disciplina | 005.7 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Application software
Artificial intelligence Computer communication systems Information storage and retrieval Database management Data mining Information Systems Applications (incl. Internet) Artificial Intelligence Computer Communication Networks Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery |
| ISBN | 3-642-23091-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465901103316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database and Expert Systems Applications [[electronic resource] ] : 22nd International Conference, DEXA 2011, Toulouse, France, August 29 - September 2, 2011, Proceedings, Part I / / edited by Abdelkader Hameurlain, Stephen W. Liddle, Klaus-Dieter Schewe, Xiaofang Zhou
| Database and Expert Systems Applications [[electronic resource] ] : 22nd International Conference, DEXA 2011, Toulouse, France, August 29 - September 2, 2011, Proceedings, Part I / / edited by Abdelkader Hameurlain, Stephen W. Liddle, Klaus-Dieter Schewe, Xiaofang Zhou |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XXV, 562 p. 188 illus., 94 illus. in color.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Application software
Artificial intelligence Computer communication systems Information storage and retrieval Database management Data mining Information Systems Applications (incl. Internet) Artificial Intelligence Computer Communication Networks Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery |
| ISBN | 3-642-23088-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466052903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database Systems for Advanced Applications [[electronic resource] ] : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema
| Database Systems for Advanced Applications [[electronic resource] ] : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVIII, 549 p. 230 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Information storage and retrieval Application software Algorithms Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-18123-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data mining -- Data streams and time series -- Database storage and index -- Spatio-temporal data -- Modern computing platform -- Social networks -- Information integration and data quality -- Information retrieval and summarization -- Security and privacy -- Outlier and imbalanced data analysis -- Probabilistic and uncertain data -- Query processing. |
| Record Nr. | UNISA-996207293503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database Systems for Advanced Applications [[electronic resource] ] : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema
| Database Systems for Advanced Applications [[electronic resource] ] : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXII, 643 p. 247 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Information storage and retrieval Application software Algorithms Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-18120-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data mining -- Data streams and time series -- Database storage and index -- Spatio-temporal data -- Modern computing platform -- Social networks -- Information integration and data quality -- Information retrieval and summarization -- Security and privacy -- Outlier and imbalanced data analysis -- Probabilistic and uncertain data -- Query processing. |
| Record Nr. | UNISA-996207293603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Database Systems for Advanced Applications : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema
| Database Systems for Advanced Applications : 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II / / edited by Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVIII, 549 p. 230 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Information storage and retrieval Application software Algorithms Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Information Systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity |
| ISBN | 3-319-18123-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data mining -- Data streams and time series -- Database storage and index -- Spatio-temporal data -- Modern computing platform -- Social networks -- Information integration and data quality -- Information retrieval and summarization -- Security and privacy -- Outlier and imbalanced data analysis -- Probabilistic and uncertain data -- Query processing. |
| Record Nr. | UNINA-9910484441003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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