Data Science and Engineering

4.3(top 10%)

impact factor

212(top 50%)

papers

2.8K(top 20%)

citations

26(top 20%)

h-index

4.6(top 10%)

extended IF

248

all documents

3.1K

doc citations

43(top 20%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Medical Big Data: Neurological Diseases Diagnosis Through Medical Data Analysis	Data Science and Engineering	2016	138
2	A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation	Data Science and Engineering	2021	138
3	Big Data Reduction Methods: A Survey	Data Science and Engineering	2016	130
4	Approximate Query Processing: What is New and Where to Go?	Data Science and Engineering	2018	83
5	Big Data Privacy: Challenges to Privacy Principles and Models	Data Science and Engineering	2016	76
6	A Practical Privacy-Preserving Recommender System	Data Science and Engineering	2016	73
7	Deep Learning for User Interest and Response Prediction in Online Display Advertising	Data Science and Engineering	2020	61
8	On the Meaningfulness of “Big Data Quality” (Invited Paper)	Data Science and Engineering	2016	59
9	Time-Dependent Graphs: Definitions, Applications, and Algorithms	Data Science and Engineering	2019	59
10	Estimating the Optimal Number of Clusters k in a Dataset Using Data Depth	Data Science and Engineering	2019	58
11	Deep Reinforcement Learning-Based Approach to Tackle Topic-Aware Influence Maximization	Data Science and Engineering	2020	58
12	Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing	Data Science and Engineering	2017	53
13	GARG: Anonymous Recommendation of Point-of-Interest in Mobile Networks by Graph Convolution Network	Data Science and Engineering	2020	52
14	Image Preprocessing in Classification and Identification of Diabetic Eye Diseases	Data Science and Engineering	2021	48
15	A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration	Data Science and Engineering	2021	42
16	Scaling Word2Vec on Big Corpus	Data Science and Engineering	2019	39
17	Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art	Data Science and Engineering	2021	39
18	Provenance-Aware Knowledge Representation: A Survey of Data Models and Contextualized Knowledge Graphs	Data Science and Engineering	2020	35
19	Efficient Subgraph Matching on Large RDF Graphs Using MapReduce	Data Science and Engineering	2019	34
20	Deep Multiple Auto-Encoder-Based Multi-view Clustering	Data Science and Engineering	2021	34
21	Graph Partitioning for Distributed Graph Processing	Data Science and Engineering	2017	33
22	Which Category Is Better: Benchmarking Relational and Graph Database Management Systems	Data Science and Engineering	2019	30
23	Multi-Task Learning for Abstractive and Extractive Summarization	Data Science and Engineering	2019	30
24	Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing	Data Science and Engineering	2020	30
25	Graph-Based RDF Data Management	Data Science and Engineering	2017	29
26	Fast De-anonymization of Social Networks with Structural Information	Data Science and Engineering	2019	29
27	Leveraging Domain Context for Question Answering Over Knowledge Graph	Data Science and Engineering	2019	28
28	Fine-Grained Access Control Within NoSQL Document-Oriented Datastores	Data Science and Engineering	2016	27
29	Data Privacy Protection Mechanisms in Cloud	Data Science and Engineering	2018	27
30	Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study	Data Science and Engineering	2019	27
31	Sentiment Classification Using Negative and Intensive Sentiment Supplement Information	Data Science and Engineering	2019	27
32	Contextual Sentiment Neural Network for Document Sentiment Analysis	Data Science and Engineering	2020	27
33	Spatio-Temporal Representation Learning with Social Tie for Personalized POI Recommendation	Data Science and Engineering	2022	27
34	A Review of Scalable Bioinformatics Pipelines	Data Science and Engineering	2017	25
35	The New Hardware Development Trend and the Challenges in Data Management and Analysis	Data Science and Engineering	2018	24
36	Keyphrase Extraction Using Knowledge Graphs	Data Science and Engineering	2017	23
37	Fact Checking in Knowledge Graphs with Ontological Subgraph Patterns	Data Science and Engineering	2018	23
38	Bi-Labeled LDA: Inferring Interest Tags for Non-famous Users in Social Network	Data Science and Engineering	2020	23
39	Provenance for Wireless Sensor Networks: A Survey	Data Science and Engineering	2016	22
40	Efficient Breadth-First Search on Massively Parallel and Distributed-Memory Machines	Data Science and Engineering	2017	22
41	Big Data Management: What to Keep from the Past to Face Future Challenges?	Data Science and Engineering	2017	22
42	Query Optimal k-Plex Based Community in Graphs	Data Science and Engineering	2017	20
43	Co-purchaser Recommendation for Online Group Buying	Data Science and Engineering	2020	20
44	Robust Cross-Platform Workflows: How Technical and Scientific Communities Collaborate to Develop, Test and Share Best Practices for Data Analysis	Data Science and Engineering	2017	19
45	A Storytelling-Driven Framework for Cultural Heritage Dissemination	Data Science and Engineering	2016	18
46	Big Graph Analyses: From Queries to Dependencies and Association Rules	Data Science and Engineering	2017	18
47	Time for Addressing Software Security Issues: Prediction Models and Impacting Factors	Data Science and Engineering	2017	18
48	MMM: Multi-source Multi-net Micro-video Recommendation with Clustered Hidden Item Representation Learning	Data Science and Engineering	2019	18
49	Keyword Search on Large Graphs: A Survey	Data Science and Engineering	2021	18
50	Predicting Geolocation of Tweets: Using Combination of CNN and BiLSTM	Data Science and Engineering	2021	18

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