the proceedings contain 36 papers. the special focus in this conference is on Data Mining, Data Streams, database Storage and Spatio-Temporal Data. the topics include: Leveraging homomorphisms and bitmaps to enable th...
ISBN:
(纸本)9783319181196
the proceedings contain 36 papers. the special focus in this conference is on Data Mining, Data Streams, database Storage and Spatio-Temporal Data. the topics include: Leveraging homomorphisms and bitmaps to enable the mining of embedded patterns from large data trees;cold-start expert finding in community question answering via graph regularization;mining itemset-based distinguishing sequential patterns with gap constraint;adaptive grid-based k-median clustering of streaming data with accuracy guarantee;grouping methods for pattern matching in probabilistic data streams;fast similarity search of multi-dimensional time series via segment rotation;measuring the influence from user-generated content to news via cross-dependence topic modeling;a high-performance key-value store design for massive hybrid storage;an efficient design and implementation of multi-level cache for databasesystems;detecting hotspots from trajectory data in indoor spaces;on efficient passenger assignment for group transportation;effective and efficient predictive density queries for indoor moving objects;efficient trip planning for maximizing user satisfaction;accelerating search of protein sequence databases using CUDA-enabled GPU;fast subgraph matching on large graphs using graphics processors;process-driven configuration of federated cloud resources;an integrated tag recommendation algorithm towards weibo user profiling;a comparative study of team formation in social networks;inferring diffusion networks with sparse cascades by structure transfer;repairing functional dependency violations in distributed data;provenance-aware entity resolution: leveraging provenance to improve quality and privacy-preserving top-k spatial keyword queries over outsourced database.
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.
作者：
Hameurlain, AbdelkaderCicchetti, RosineTraunmüller, RolandIRIT
Université Paul Sabatier 118 route de Narbonne Toulouse Cedex France IUT
Université Aix-Marseille II Département Informatique 413 Avenue Gaston Berger Aix-en-Provence Cedex 1 France University of Linz
Institute of Applied Computer Science Altenbergerstr. 69 Linz Austria
In contemporary diagnostic workflows, medical image captioning has emerged as a pivotal advancement, combining deep learning methodologies and transformer architectures to enhance accuracy and efficiency in medical in...
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the proceedings contain 39 papers. the special focus in this conference is on communication and computational technologies. the topics include: Conceptual Framework for Risk Mitigation and Monitoring in Software Organ...
ISBN:
(纸本)9789819774258
the proceedings contain 39 papers. the special focus in this conference is on communication and computational technologies. the topics include: Conceptual Framework for Risk Mitigation and Monitoring in Software Organizations Based on Artificial Immune System;a Multilevel Home Fire Detection and Alert System Using Internet of things (IoT);smart Baby Warmer with Integrated Weight Sensing;a Robust Multi-head Self-attention-Based Framework for Melanoma Detection;Domain Knowledge Based Multi-CNN Approach for Dynamic and Personalized Video Summarization;Efficient Information Retrieval: AWS Textract in Action;text Summarization Techniques for Kannada Language;Parkinson’s Detection From Gait Time Series Classification Using LSTM Tuned by Modified RSA Algorithm;human Action Recognition Using Depth Motion Images and Deep Learning;maximizing Portfolio Returns in Stock Market Using Deep Reinforcement Techniques;Detecting AI Generated Content: A Study of Methods and applications;A Systemic Review of Machine Learning Approaches for Malicious URL Detection;digital Image Forgery Detection Based on Convolutional Neural Networks;Banana Freshness Classification: A Deep Learning Approach with VGG16;greenHarvest: Data-Driven Crop Yield Prediction and Eco-Friendly Fertilizer Guidance for Sustainable Agriculture;real-Time Deep Learning Based Image Compression Techniques: Review;fog-Cloud Enabled Human Falls Prediction System Using a Hybrid Feature Selection Approach;a 4-Input 8-Bit Comparator with Enhanced Binary Subtraction;multivalued Dependency in Neutrosophic database System;traffic Sign Recognition Framework Using Zero-Shot Learning;machine Learning Techniques to Categorize the Sentiment Analysis of Amazon Customer Reviews;alzheimer’s Disease Diagnosis Using Machine Learning and Deep Learning Techniques;sentinel Eyes Violence Detection System;Detection of Alzheimer’s Disease from Brain MRI Images Using Convolutional Neural Network.
Withthe development of marine information in China, the application of spatial basic geographic information in the marine field is increasing. System integration and specialized applications based on marine spatial g...
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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 73 papers. the topics discussed include: dependability, abstraction, and programming;the challenge of assuring data trustworthiness;probabilistic inverse ranking queries over uncertain data;ada...
ISBN:
(纸本)9783642008863
the proceedings contain 73 papers. the topics discussed include: dependability, abstraction, and programming;the challenge of assuring data trustworthiness;probabilistic inverse ranking queries over uncertain data;adaptive safe regions for continuous spatial queries over moving objects;optimization on data object compression and replication in wireless multimedia sensor networks;an effective and efficient method for handling transmission failures in sensor networks;GraphREL: a decomposition-based and selectivity-aware relational framework for processing sub-graph queries;a uniform framework for ad-hoc indexes to answer reachability queries on large graphs;Ricochet: a family of unconstrained algorithms for graph clustering;top-K correlation sub-graph search in graph databases;an EM-based algorithm for clustering data streams in sliding windows;and eager evaluation of partial tree-pattern queries on XML streams.
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.
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