The scope includes the knowledge and data engineering aspects of computer science, artificial intelligence, electrical engineering, computer engineering, and other appropriate fields. This Transactions provides an international and interdisciplinary forum to communicate results of new developments in knowledge and data engineering and the feasibility studies of these ideas in hardware and software. Specific areas to be covered are as follows: Fields and Areas of Knowledge and Data Engineering: (a) Knowledge and data engineering aspects of knowledge based and expert systems, (b) Artificial Intelligence techniques relating to knowledge and data management, (c) Knowledge and data engineering tools and techniques, (d) Distributed knowledge base and database processing, (e) Real-time knowledge bases and databases, (f) Architectures for knowledge and data based systems, (g) Data management methodologies, (h) Database design and modeling, (i) Query, design, and implementation languages, (j) Integrity, security, and fault tolerance, (k) Distributed database control, (l) Statistical databases, (m) System integration and modeling of these systems, (n) Algorithms for these systems, (o) Performance evaluation of these algorithms, (p) Data communications aspects of these systems, and (q) Applications of these systems.
范围包括计算机科学、人工智能、电气工程、计算机工程和其他适当领域的知识和数据工程方面。本汇刊提供了一个国际性和跨学科的论坛，以交流知识和数据工程的新发展成果，以及这些想法在硬件和软件方面的可行性研究。具体涉及的领域如下：知识和数据工程领域：（a）基于知识的系统和专家系统的知识和数据工程方面，（B）与知识和数据管理有关的人工智能技术，（c）知识和数据工程工具和技术，（d）分布式知识库和数据库处理，（e）实时知识库和数据库，（f）以知识和数据为基础的系统结构，（g）数据管理方法，（h）数据库设计和建模，（i）查询、设计和实现语言，（j）完整性、安全性和容错性，（k）分布式数据库控制，（l）统计数据库，（m）这些系统的系统整合和建模，（n）这些系统的算法，（o）这些算法的性能评估，（p）这些系统的数据通信方面，以及（q）这些系统的应用。
One-Step Multi-View Spectral Clustering
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2873378
Real-Time Change Point Detection with Application to Smart Home Time Series Data
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2850347
Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2824328
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2857493
Comments Mining With TF-IDF: The Inherent Bias and Its Removal
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2840127
Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2833478
Effective and Efficient Community Search Over Large Directed Graphs
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2872982
A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2842023
A New Robust Approach for Reversible Database Watermarking with Distortion Control
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2851517
A Survey on Spatial Prediction Methods
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2866809
Achieving Data Truthfulness and Privacy Preservation in Data Markets
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2822727
Location Inference for Non-Geotagged Tweets in User Timelines
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2852764
Progressive Approaches for Pareto Optimal Groups Computation
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2837117
Correlated Matrix Factorization for Recommendation with Implicit Feedback
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2840993
Distribution-Aware Crowdsourced Entity Collection
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2016.2611509
On Efficient External-Memory Triangle Listing
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2858820
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2828086
Multi-Label Learning from Crowds
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2857766
Next Generation Indexing for Genomic Intervals
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2871031
Efficient Structural Clustering on Probabilistic Graphs
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2872553
Nonnegative Matrix Factorization with Side Information for Time Series Recovery and Prediction
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2839678
Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2867857
MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2865778
TourSense: A Framework for Tourist Identification and Analytics Using Transport Data
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2019.2894131
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2873791
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2940184
Bounded Approximate Query Processing
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2877362
Top-k Vehicle Matching in Social Ridesharing: A Price-aware Approach
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2937031
Near-accurate Multiset Reconciliation
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2849997
Discrete Matrix Factorization and Extension for Fast Item Recommendation
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2951386
Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2865342
Normalization of Duplicate Records from Multiple Sources
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2844176
Feature Selection with Unsupervised Consensus Guidance
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2875712
FROG: A Fast and Reliable Crowdsourcing Framework
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2849394
Learning Structural Node Representations using Graph Kernels
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2947478
A hybrid recommender system for improving automatic playlist continuation
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2952099
Viral Cascade Probability Estimation and Maximization in Diffusion Networks
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2840998
ROMIR: Robust Multi-View Image Re-Ranking
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2876834
Unsupervised Statistical Text Simplification
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2947679
NEIST: a Neural-Enhanced Index for Spatio-Temporal Queries
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2945947
A Multi-Step Nonlinear Dimension-Reduction Approach with Applications to Big Data
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2876848
Adversarial Deep Learning Models with Multiple Adversaries
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2851247
Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-Memory OLAP
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2867522
User Preference Analysis for Most Frequent Peer/Dominator
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2857484
Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2947421
SlimML: Removing Non- critical Input Data in Large-scale Iterative Machine Learning
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2951388
Imputation-based Ensemble Techniques for Class Imbalance Learning
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2951556
Reader Comment Digest through Latent Event Facets and News Specificity
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2018.2859977
Efficient Distributed k-clique Mining for Large Networks Using MapReduce
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/TKDE.2019.2936027
Large-scale Nodes Classification with Deep Aggregation Network
来源期刊：IEEE Transactions on Knowledge and Data EngineeringDOI：10.1109/tkde.2019.2955502
