the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation...
ISBN:
(纸本)3642120253
the proceedings contain 103 papers. the topics discussed include: knowledge on the web: robust and scalable harvesting of entity-relationship facts;distributed cache indexing for efficient subspace skyline computation in P2P networks;mining rare association rules in the datasets with widely varying items' frequencies;generalized rule mining;effectively inferring the search-for node type in XML keyword search;nova: a novel and efficient framework for finding subgraph isomorphism mappings in large graphs;efficiently answering probability threshold-based SP queries over uncertain graphs;discovering burst areas in fast evolving graphs;constraint-aware complex event pattern detection over streams;attribute outlier detection over data streams;highly scalable multiprocessing algorithms for preference-based database retrieval;peer-to-peer similarity search based on m-tree indexing;and optimizing write performance for read optimized databases.
the proceedings contain 66 papers. the topics discussed includes:storage and index design for community systems;holistic constraint-preserving transformation from relational schema into XML schema;even an ant can crea...
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ISBN:
(纸本)3540785671
the proceedings contain 66 papers. the topics discussed includes:storage and index design for community systems;holistic constraint-preserving transformation from relational schema into XML schema;even an ant can create an XSD;an optimized two-step solution for updating XML views;a user data mining process model and learning system;efficient mining of recurrent rules from a sequence database;uniqueness mining;discovering spatial interaction patterns;topological relationships between map geometries;MBR models for uncertainty regions of moving objects;an incremental maintenance scheme of data cubes;a data partition based near optimal scheduling algorithm for wireless multi-channel data broadcast;a test paradigm for detecting changes in transactional data streams;load balancing for moving object management in a P2P network;and a novel fingerprint matching method by excluding elastic distortion.
the proceedings contain 32 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Improving database performance using a flash-based write cache;an adaptive ...
ISBN:
(纸本)9783642290220
the proceedings contain 32 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Improving database performance using a flash-based write cache;an adaptive buffer management scheme for flash-based storage devices;a study of space reclamation on flash-based append-only storage management;a dual-grained FTL for flash memory;impact of storage technology on the efficiency of cluster-based high-dimensional index creation;implementation of the aggregated r-tree over flash memory;a flash-based decomposition storage model;the contribution of Bayesian networks to manage risks of maritime piracy against oil offshore fields;a scalable object based discovery service for global tracing of RFID products;on smart and accurate contextual advertising;review summarization based on linguistic knowledge;finding related micro-blogs based on wordnet;an efficient path nearest neighbor query processing scheme for location based services;social community based blog search framework;adaptive access control enforcement in social network using aspect weaving;exploring reflection of urban society through cyber-physical crowd behavior on location-based social network;mining social networks for significant friend groups;ranking structural parameters for social networks;collaborative similarity measure for intra graph clustering;a grid-based index and queries for large-scale geo tagged video collections;spatial keyword queries;detection of high-risk zones and potential infected neighbors from infectious disease monitoring data;Bayesian network based probabilistic XML keywords filtering;provenance based conflict handling strategies and assessing information quality by six sigma method.
the proceedings contain 74 papers. the topics discussed include: online indexing and distributed querying model-view sensor data in the cloud;discovery of areas with locally maximal confidence from location data;scala...
ISBN:
(纸本)9783319058122
the proceedings contain 74 papers. the topics discussed include: online indexing and distributed querying model-view sensor data in the cloud;discovery of areas with locally maximal confidence from location data;scalable numerical queries by algebraic inequality transformations;concurrent execution of mixed enterprise workloads on in-memory databases;improving performance of graph similarity joins using selected substructures;privacy-preserving reachability query services;sky R-tree: an index structure for distance-based top-k query;identify and trace criminal suspects in the crowd aided by fast trajectories retrieval;the ranking based constrained document clustering method and its application to social event detection;reverse-nearest neighbor queries on uncertain moving object trajectories;efficient sampling methods for shortest path query over uncertain graphs;and exploiting transitive similarity and temporal dynamics for similarity search in heterogeneous information networks.
the proceedings contain 74 papers. the topics discussed include: similarity joins on item set collections using zero-suppressed binary decision diagrams;adaptive query scheduling in key-value data stores;near-optimal ...
ISBN:
(纸本)9783642374869
the proceedings contain 74 papers. the topics discussed include: similarity joins on item set collections using zero-suppressed binary decision diagrams;adaptive query scheduling in key-value data stores;near-optimal partial linear scan for nearest neighbor search in high-dimensional space;distributed ah-tree based index technology for multi-channel wireless data broadcast;beyond click graph: topic modeling for search engine query log analysis;shortest path computation over disk-resident large graphs based on extended bulk synchronous parallel methods;NameNode and DataNode coupling for a power-proportional Hadoop distributed file system;ServiceBase: a programming knowledge-base for service oriented development;a mechanism for stream program performance recovery in resource limited compute clusters;MUSTBLEND: blending visual multi-source twig query formulation and query processing in RDBMS;and content based retrieval for lunar exploration image databases.
the proceedings contain 30 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Chinese Spelling Error Detection and Correction Based on Knowledg...
ISBN:
(纸本)9783031112164
the proceedings contain 30 papers. the special focus in this conference is on databasesystems for advancedapplications. the topics include: Chinese Spelling Error Detection and Correction Based on Knowledge Graph;construction and Application of Event Logic Graph: A Survey;enhancing Low-Resource Languages Question Answering with Syntactic Graph;profile Consistency Discrimination;h-V: An Improved Coding Layout Based on Erasure Coded Storage System;astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length;a Survey on Spatiotemporal Data Processing Techniques in Smart Urban Rail;fast Vehicle Track Counting in Traffic Video;TSummary: A Traffic Summarization System Using Semantic Words;a Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine;attention-Cooperated Reinforcement Learning for Multi-agent Path Planning;big Data-Driven Stable Task Allocation in Ride-Hailing Services;weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution Decomposition;Evaluating Presto and SparkSQL with TPC-DS;optimizing the Age of Sensed Information in Cyber-Physical systems;aggregate Query Result Correctness Using Pattern Tables;time Series Data Quality Enhancing Based on Pattern Alignment;research on Feature Extraction Method of Data Quality Intelligent Detection;big Data Resources to Support Research Opportunities on Air Pollution Analysis in India;air Quality Data Collection in Hyderabad Using Low-Cost Sensors: Initial Experiences;pattern Mining: Current Challenges and Opportunities;visualizing Spatio-temporal Variation of Ambient Air Pollution in Four Small Towns in India;why Not to Trust Big Data: Discussing Statistical Paradoxes;localized Metric Learning for Large Multi-class Extremely Imbalanced Face database;top-k Dominating Queries on Incremental Datasets;Collaborative Blockchain Based Distributed Denial of Service Attack Mitigation Approach with IP Reputation System;model-Driven Developm
the proceedings contain 74 papers. the topics discussed include: similarity joins on item set collections using zero-suppressed binary decision diagrams;adaptive query scheduling in key-value data stores;near-optimal ...
ISBN:
(纸本)9783642374494
the proceedings contain 74 papers. the topics discussed include: similarity joins on item set collections using zero-suppressed binary decision diagrams;adaptive query scheduling in key-value data stores;near-optimal partial linear scan for nearest neighbor search in high-dimensional space;distributed ah-tree based index technology for multi-channel wireless data broadcast;beyond click graph: topic modeling for search engine query log analysis;shortest path computation over disk-resident large graphs based on extended bulk synchronous parallel methods;NameNode and DataNode coupling for a power-proportional Hadoop distributed file system;ServiceBase: a programming knowledge-base for service oriented development;a mechanism for stream program performance recovery in resource limited compute clusters;MUSTBLEND: blending visual multi-source twig query formulation and query processing in RDBMS;and content based retrieval for lunar exploration image databases.
the proceedings contain 74 papers. the topics discussed include: online indexing and distributed querying model-view sensor data in the cloud;discovery of areas with locally maximal confidence from location data;scala...
ISBN:
(纸本)9783319058092
the proceedings contain 74 papers. the topics discussed include: online indexing and distributed querying model-view sensor data in the cloud;discovery of areas with locally maximal confidence from location data;scalable numerical queries by algebraic inequality transformations;concurrent execution of mixed enterprise workloads on in-memory databases;improving performance of graph similarity joins using selected substructures;privacy-preserving reachability query services;sky R-tree: an index structure for distance-based top-k query;identify and trace criminal suspects in the crowd aided by fast trajectories retrieval;the ranking based constrained document clustering method and its application to social event detection;reverse-nearest neighbor queries on uncertain moving object trajectories;efficient sampling methods for shortest path query over uncertain graphs;and exploiting transitive similarity and temporal dynamics for similarity search in heterogeneous information networks.
the proceedings contain 74 papers. the special focus in this conference is on Outlier and Imbalanced Data Analysis, Probabilisstic and Uncertain Data, Data Mining II and Spatio-temporal Data II. the topics include: Fa...
ISBN:
(纸本)9783319181226
the proceedings contain 74 papers. the special focus in this conference is on Outlier and Imbalanced Data Analysis, Probabilisstic and Uncertain Data, Data Mining II and Spatio-temporal Data II. the topics include: Fast and scalable outlier detection with approximate nearest neighbor ensembles;efficient queries evaluation on block independent disjoint probabilistic databases;tracing errors in probabilistic databases based on the bayesian network;mining frequent spatial-textual sequence patterns;retaining rough diamonds;spatial keyword range search on trajectories;an efficient skyline algorithm for all seasons;towards order-preserving submatrix search and indexing;tree contraction for compressed suffix arrays on modern processors;pricing strategies for maximizing viral advertising in social networks;boosting financial trend prediction with twitter mood based on selective hidden Markov models;interactive, flexible, and generic what-if analyses using in-memory column stores;invariant event tracking on social networks;mining correlations on massive bursty time series collections;grouping methods for pattern matching in probabilistic data streams;the gaussian bloom filter;detecting hotspots from trajectory data in indoor spaces;effective and efficient predictive density queries for indoor moving objects;accelerating search of protein sequence databases using CUDA-enabled GPU;an efficient approach of overlapping communities search;scalable inclusion dependency discovery;minimizing user effort with diversity awareness;bichromatic reverse nearest neighbor query without information leakage and authentication of reverse k nearest neighbor query.
the report begins by providing a detailed explanation of SQL injection attacks, illustrating how attackers exploit vulnerabilities in application code to inject malicious SQL queries. Attackers use various methods to ...
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