Department of Information Science

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#	Title	Journal	Year	Citations
1	The dynamics of shared leadership: Building trust and enhancing performance.	Journal of Applied Psychology	2014	150
2	Evaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncology	Nature Biotechnology	2021	126
3	Mining FDA drug labels using an unsupervised learning technique - topic modeling	BMC Bioinformatics	2011	93
4	What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation		2020	90
5	A structural approach for finding functional modules from large biological networks	BMC Bioinformatics	2008	76
6	Artificial Intelligence, Machine Learning, and Cardiovascular Disease	Clinical Medicine Insights: Cardiology	2020	70
7	Social media in Ebola outbreak	Epidemiology and Infection	2016	64
8	Investigating drug repositioning opportunities in FDA drug labels through topic modeling	BMC Bioinformatics	2012	54
9	Predicting Organ Toxicity Using in Vitro Bioactivity Data and Chemical Structure	Chemical Research in Toxicology	2017	49
10	Exploring Interorganizational Systems at the Industry Level of Analysis: Evidence from the US Home Mortgage Industry	Journal of Information Technology	2005	39
11	Raising and Rising Voices in Social Media	Business and Information Systems Engineering	2012	33
12	Joint Household Characteristic Prediction via Smart Meter Data	IEEE Transactions on Smart Grid	2019	30
13	Usability survey of biomedical question answering systems	Human Genomics	2012	28
14	Co-expression of long non-coding RNAs and autism risk genes in the developing human brain	BMC Systems Biology	2018	27
15	A Rule-Based Data Quality Assessment System for Electronic Health Record Data	Applied Clinical Informatics	2020	27
16	Enhancing profiles for anomaly detection using time granularities1	Journal of Computer Security	2002	26
17	The Social Embeddedness of Transactions: Evidence from the Residential Real-Estate Industry	Information Society	2003	25
18	Redefining Access: Uses and Roles of Information and Communication Technologies in the US Residential Real Estate Industry from 1995 to 2005	Journal of Information Technology	2005	25
19	Automatic delineation of malignancy in histopathological head and neck slides	BMC Bioinformatics	2007	25
20	Constructing a robust protein-protein interaction network by integrating multiple public databases	BMC Bioinformatics	2011	24
21	Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation	IEEE Transactions on Circuits and Systems for Video Technology	2021	24
22	Benchmarking Contemporary Deep Learning Hardware and Frameworks: A Survey of Qualitative Metrics		2019	23
23	CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation	Lecture Notes in Computer Science	2020	23
24	Examining Botnet Behaviors for Propaganda Dissemination: A Case Study of ISIL's Beheading Videos-Based Propaganda		2015	22
25	Effective background modelling and subtraction approach for moving object detection	IET Computer Vision	2015	21
26	Economic feasibility of residential behind-the-meter battery energy storage under energy time-of-use and demand charge rates		2017	21
27	Developing a socio-computational approach to examine toxicity propagation and regulation in COVID-19 discourse on YouTube	Information Processing and Management	2021	21
28	Lifelong Metric Learning	IEEE Transactions on Cybernetics	2019	20
29	Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions	Genome Biology	2021	20
30	InferBERT: A Transformer-Based Causal Inference Framework for Enhancing Pharmacovigilance	Frontiers in Artificial Intelligence	2021	19
31	Exponential random graph modeling of emergency collaboration networks	Knowledge-Based Systems	2015	18
32	A Comprehensive Comparative Analysis of the Basic Theory of the Short Term Bus Passenger Flow Prediction	Symmetry	2018	18
33	Social Bots and Their Coordination During Online Campaigns: A Survey	IEEE Transactions on Computational Social Systems	2022	18
34	Discrete-Event Simulation in Healthcare Settings: A Review	Modelling	2022	15
35	Maximum common subgraph: some upper bound and lower bound results	BMC Bioinformatics	2006	14
36	The Genetic Code—More Than Just a Table	Cell Biochemistry and Biophysics	2009	14
37	From Chirps to Whistles		2015	14
38	DNAp: A Pipeline for DNA-seq Data Analysis	Scientific Reports	2018	14
39	Analyzing Deviant Cyber Flash Mobs of ISIL on Twitter	Lecture Notes in Computer Science	2015	12
40	Portfolio management under epistemic uncertainty using stochastic dominance and information-gap theory	International Journal of Approximate Reasoning	2008	10
41	Social network indices as performance predictors in a virtual organization		2012	10
42	No-boundary thinking in bioinformatics research	BioData Mining	2013	10
43	Leveraging Social Network Analysis and Cyber Forensics Approaches to Study Cyber Propaganda Campaigns	Lecture Notes in Social Networks	2019	10
44	Balanced cognitive load significantly improves the effectiveness of algorithm animation as a problem-solving tool	Journal of Visual Languages and Computing	2008	9
45	Anomaly detection via adaptive greedy model	Neurocomputing	2019	9
46	An effective framework for semistructured document classification via hierarchical attention model	International Journal of Intelligent Systems	2021	9
47	What does everybody know? Identifying event-specific sources from social media		2012	8
48	A Gene Module-Based eQTL Analysis Prioritizing Disease Genes and Pathways in Kidney Cancer	Computational and Structural Biotechnology Journal	2017	8
49	Social Cyber Forensics Approach to Study Twitter’s and Blogs’ Influence on Propaganda Campaigns	Lecture Notes in Computer Science	2017	8
50	Artificial Intelligence and Cancer Drug Development	Recent Patents on Anti-Cancer Drug Discovery	2021	8

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