The proceedings contain 41 papers. The special focus in this conference is on databasesystems for advancedapplications. The topics include: Learning the structures of online asynchronous conversations;a question rou...
The proceedings contain 41 papers. The special focus in this conference is on databasesystems for advancedapplications. The topics include: Learning the structures of online asynchronous conversations;a question routing technique using deep neural network for communities of question answering;category-level transfer learning from knowledge base to microblog stream for accurate event detection;anglecut: a ring-based hashing scheme for distributed metadata management;an efficient bulk loading approach of secondary index in distributed log-structured data stores;performance comparison of distributed processing of large volume of data on top of xen and docker-based virtual clusters;an adaptive data partitioning scheme for accelerating exploratory spark sql queries;semi-supervised network embedding;a distributed multi-level composite index for KNN processing on long time series;outlier trajectory detection: a trajectory analytics based approach;clustering time series utilizing a dimension hierarchical decomposition approach;fast extended one-versus-rest multi-label SVM classification algorithm based on approximate extreme points;efficiently discovering most-specific mixed patterns from large data trees;max-cosine matching based neural models for recognizing textual entailment;an intelligent field-aware factorization machine model;optimizing window aggregate functions in relational databasesystems;query optimization on hybrid storage;efficient batch grouping in relational datasets;memory-enhanced latent semantic model: short text understanding for sentiment analysis;supervised intensive topic models for emotion detection over short text;leveraging pattern associations for word embedding models;multi-granularity neural sentence model for measuring short text similarity;leveraging kernel incorporated matrix factorization for smartphone application recommendation and preference integration in context-aware recommendation.
The proceedings contain 33 papers. The special focus in this conference is on databasesystems for advancedapplications. The topics include: Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks;Crowd...
The proceedings contain 33 papers. The special focus in this conference is on databasesystems for advancedapplications. The topics include: Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks;Crowdsourced Query Processing on Microblogs;Effective Result Inference for Context-Sensitive Tasks in Crowdsourcing;CrowdAidRepair: A Crowd-Aided Interactive Data Repairing Method;Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network;One-Pass Inconsistency Detection Algorithms for Big Data;Domain-Specific Entity Linking via Fake Named Entity Detection;CTextEM: Using Consolidated Textual Data for Entity Matching;Entity Matching Across Multiple Heterogeneous Data Sources;Probabilistic Maximal Frequent Itemset Mining Over Uncertain databases;Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering;Efficiently Mining Homomorphic Patterns from Large Data Trees;CITPM: A Cluster-Based Iterative Topical Phrase Mining Framework;Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life;Multiple-Instance Learning with Evolutionary Instance Selection;Exploiting Human Mobility Patterns for Gas Station Site Selection;Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective;Joint User Attributes and Item Category in Factor Models for Rating Prediction;Expert Recommendation in Time-Sensitive Online Shopping;Point-Of-Interest Recommendation Using Temporal Orientations of Users and Locations;Modeling User Mobility via User Psychological and Geographical Behaviors Towards Point of-Interest Recommendation;Local Weighted Matrix Factorization for Implicit Feedback Datasets;Exploring the Choice Under Conflict for Social Event Participation.
The proceedings contain 33 papers. The special focus in this conference is on Crowdsourcing, Data Quality, Entity Identification, Data Mining and Machine Learning. The topics include: Cost minimization and social fair...
ISBN:
(纸本)9783319320243
The proceedings contain 33 papers. The special focus in this conference is on Crowdsourcing, Data Quality, Entity Identification, Data Mining and Machine Learning. The topics include: Cost minimization and social fairness for spatial crowdsourcing tasks;crowdsourced query processing on microblogs;effective result inference for context-sensitive tasks in crowdsourcing;a crowd-aided interactive data repairing method;crowdsourcing-enhanced missing values imputation based on Bayesian network;one-pass inconsistency detection algorithms for big data;domain-specific entity linking via fake named entity detection;entity matching across multiple heterogeneous data sources;probabilistic maximal frequent itemset mining over uncertain databases;efficiently mining homomorphic patterns from large data trees;a cluster-based iterative topical phrase mining framework;deep convolutional neural network based regression approach for estimation of remaining useful life;multiple-instance learning with evolutionary instance selection;exploiting human mobility patterns for gas station site selection;joint user attributes and item category in factor models for rating prediction;expert recommendation in time-sensitive online shopping;point-of-interest recommendation using temporal orientations of users and locations;temporal-geographical topic model for point-of-interest recommendation;local weighted matrix factorization for implicit feedback datasets;exploring the choice under conflict for social event participation;partition and blocking based alignment for large knowledge bases;knowledge graph completion via local semantic contexts;benchmarking semantic capabilities of analogy querying algorithms;deep learning based topic identification and categorization and an adaptive approach of approximate substring matching.
The proceedings contain 10 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: An Automated Ontology-Based Requirements Traceability Technique in Agile...
ISBN:
(纸本)9783031683015
The proceedings contain 10 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: An Automated Ontology-Based Requirements Traceability Technique in Agile Software Development Context;toward a Knowledge-Based Anomaly Identification System for Detecting Anomalies in the Smart Grid;On the Solvability of the XOR Problem by Spiking Neural Networks;Risk Assessment in AI System Engineering: Experiences and Lessons Learned from a Practitioner’s Perspective;from Paper to Pixels: A Multi-modal Approach to Understand and Digitize Assembly Drawings for Automated systems;Uncertainty Estimation of Raters’ Performance and Ground Truth Through a Bayesian Extension of STAPLE;uncertainty Estimation for Energy Consumption Nowcasting;knowledge Guided Clustering Medieval Polychromy.
The proceedings contain 47 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: TCMIDP: A Comprehensive database of Traditional Chinese Medicine for Network ...
ISBN:
(纸本)9783031683114
The proceedings contain 47 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: TCMIDP: A Comprehensive database of Traditional Chinese Medicine for Network Pharmacology Research;fast Subgraph Search with Graph Code Indices;completing Predicates Based on Alignment Rules from Knowledge Graphs;enriching Hierarchical Navigable Small World Searches with Result Diversification;An Efficient Indexing Method for Dynamic Graph kNN;Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational databases;QPSEncoder: A database Workload Encoder with Deep Learning;efficient Random Sampling from Very Large databases;SQL-to-Schema Enhances Schema Linking in Text-to-SQL;efficient Algorithms for Top-k Stabbing Queries on Weighted Interval Data;a Hierarchical Storage Mechanism for Hot and Cold Data Based on Temperature Model;a Pre-trained Knowledge Tracing Model with Limited Data;chorus: More Efficient Machine Learning on Serverless Platform;Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction;a Label Embedding Algorithm Based on Maximizing Normalized Cross-Covariance Operator;analyzing the Efficacy of Large Language Models: A Comparative Study;leveraging Large Language Models for Flexible and Robust Table-to-Text Generation;collaborative Filtering for the Imputation of Patient Reported Outcomes;category-Aware Sequential Recommendation with Time Intervals of Purchases;a Soft Actor-Critic Algorithm for Sequential Recommendation;an Approach for Social-Distance Preserving Location-Aware Recommender systems: A Use Case in a Hospital Environment.
The proceedings contain 47 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: TCMIDP: A Comprehensive database of Traditional Chinese Medicine for Network ...
ISBN:
(纸本)9783031683084
The proceedings contain 47 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: TCMIDP: A Comprehensive database of Traditional Chinese Medicine for Network Pharmacology Research;fast Subgraph Search with Graph Code Indices;completing Predicates Based on Alignment Rules from Knowledge Graphs;enriching Hierarchical Navigable Small World Searches with Result Diversification;An Efficient Indexing Method for Dynamic Graph kNN;Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational databases;QPSEncoder: A database Workload Encoder with Deep Learning;efficient Random Sampling from Very Large databases;SQL-to-Schema Enhances Schema Linking in Text-to-SQL;efficient Algorithms for Top-k Stabbing Queries on Weighted Interval Data;a Hierarchical Storage Mechanism for Hot and Cold Data Based on Temperature Model;a Pre-trained Knowledge Tracing Model with Limited Data;chorus: More Efficient Machine Learning on Serverless Platform;Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction;a Label Embedding Algorithm Based on Maximizing Normalized Cross-Covariance Operator;analyzing the Efficacy of Large Language Models: A Comparative Study;leveraging Large Language Models for Flexible and Robust Table-to-Text Generation;collaborative Filtering for the Imputation of Patient Reported Outcomes;category-Aware Sequential Recommendation with Time Intervals of Purchases;a Soft Actor-Critic Algorithm for Sequential Recommendation;an Approach for Social-Distance Preserving Location-Aware Recommender systems: A Use Case in a Hospital Environment.
The proceedings contain 10 papers. The special focus in this conference is on . The topics include: Analyzing the Innovative Potential of Texts Generated by Large Language Models: An Empirical Evaluatio...
ISBN:
(纸本)9783031396885
The proceedings contain 10 papers. The special focus in this conference is on . The topics include: Analyzing the Innovative Potential of Texts Generated by Large Language Models: An Empirical Evaluation;LocBERT: Improving Social Media User Location Prediction Using Fine-Tuned BERT;measuring Overhead Costs of Federated Learning systems by Eavesdropping;a Context Ontology-Based Model to Mitigate Root Causes of Uncertainty in Cyber-Physical systems;architecture for Self-protective Medical Cyber-Physical systems;an Approach for Safe and Secure Software Protection Supported by Symbolic Execution;Towards Increasing Safety in Collaborative CPS Environments;an Intermediate Representation for Rewriting Cypher Queries.
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 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 proceedings contain 85 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On Tuning the Sorted Neighborhood Method for Record Comparisons in&...
ISBN:
(纸本)9783031398469
The proceedings contain 85 papers. The special focus in this conference is on database and Expert systemsapplications. The topics include: On Tuning the Sorted Neighborhood Method for Record Comparisons in a Data Deduplication Pipeline: Industrial Experience Report;managing Semantic Evolutions in Semi-Structured Data;co-location Pattern Mining Under the Spatial Structure Constraint;enhancing Online Index Tuning with a Learned Tuning Diagnostic;noGar: A Non-cooperative Game for Thread Pinning in Array databases;LHKV: A Key-Value Data Collection Mechanism Under Local Differential Privacy;investigating Lakehouse-Backbones for Vehicle Sensor Data;assessing the Effectiveness of Intrinsic Dimension Estimators for Uncovering the Phase Space Dimensionality of Dynamical systems from State Observations: A Comparative Analysis;towards a Workload Mapping Model for Tuning Backing Services in Cloud systems;scalable Summarization for Knowledge Graphs with Controlled Utility Loss;compliance and Data Lifecycle Management in databases and Backups;a Real-Time Parallel Information Processing Method for Signal Sorting;learning Optimal Tree-Based Index Placement for Autonomous database;social Links Enhanced Microblog Sentiment Analysis: Integrating Link Prediction and Sentiment Connection Weights;discovering Diverse Information Considering User Acceptability;confidential Truth Finding with Multi-Party Computation;a Key-Value Based Approach to Scalable Graph database;bitwise Algorithms to Compute the Transitive Closure of Graphs in Python;discovering Top-K Partial Periodic Patterns in Big Temporal databases;dexteris: Data Exploration and Transformation with a Guided Query Builder Approach;commonsense-Aware Attentive Modeling for Humor Recognition;a Neighborhood Encoding for Subgraph Queries in Graph databases;MIRS: [MASK] Insertion Based Retrieval Stabilizer for Query Variations;parallel Pattern Enumeration in Large Graphs;S2CTrans: Building a Bridge from SPARQL to Cypher;Rewriting Graph
暂无评论