Department of Computer Science

840(top 1%)

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39.1K(top 0.1%)

citations

100(top 0.1%)

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174(top 0.1%)

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1.3K

all documents

87.1K

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6.1K

citing journals

Top Articles

#	Title	Journal	Year	Citations
1	ImageNet: A large-scale hierarchical image database		2009	29,755
2	The Genetic Landscape of a Cell	Science	2010	1,937
3	Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words	International Journal of Computer Vision	2008	1,227
4	The SPLASH-2 programs: characterization and methodological considerations		0	851
5	The princeton shape benchmark		0	763
6	Collusion-secure fingerprinting for digital data	IEEE Transactions on Information Theory	1998	760
7	Eleven grand challenges in single-cell data science	Genome Biology	2020	742
8	Understanding multicellular function and disease with human tissue-specific networks	Nature Genetics	2015	738
9	Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding	Poetics	2013	638
10	Direct targeting of Sec23a by miR-200s influences cancer cell secretome and promotes metastatic colonization	Nature Medicine	2011	552
11	What, where and who? Classifying events by scene and object recognition		2007	537
12	Vertex cover might be hard to approximate to within Network propagation: a universal amplifier of genetic associations	Nature Reviews Genetics	2017	514
14	An Efficient Targeting Strategy for Multiobject Spectrograph Surveys: the Sloan Digital Sky Survey “Tiling” Algorithm	Astronomical Journal	2003	513
15	The SPLASH-2 programs	Computer Architecture News	1995	458
16	Machine Learning DDoS Detection for Consumer Internet of Things Devices		2018	445
17	Triangulating a simple polygon in linear time	Discrete and Computational Geometry	1991	443
18	A tutorial on Bayesian nonparametric models	Journal of Mathematical Psychology	2012	430
19	Analyses of non-coding somatic drivers in 2,658 cancer whole genomes	Nature	2020	424
20	Hierarchical multi-label prediction of gene function	Bioinformatics	2006	422
21	On sparse spanners of weighted graphs	Discrete and Computational Geometry	1993	409
22	Logarithmic regret algorithms for online convex optimization	Machine Learning	2007	398
23	Boosting and Differential Privacy		2010	375
24	Bayesian reaction optimization as a tool for chemical synthesis	Nature	2021	370
25	Robust Branch-and-Cut-and-Price for the Capacitated Vehicle Routing Problem	Mathematical Programming	2006	366
26	Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder	Nature Neuroscience	2016	359
27	Predicting Protein Ligand Binding Sites by Combining Evolutionary Sequence Conservation and 3D Structure	PLoS Computational Biology	2009	356
28	New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries	Nature Genetics	2019	350
29	DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning	ELife	2019	337
30	The impact of sex on gene expression across human tissues	Science	2020	329
31	Routes for breaching and protecting genetic privacy	Nature Reviews Genetics	2014	323
32	10.1162/1532443041827916	Applied Physics Letters	2000	322
33	Quantitative analysis of fitness and genetic interactions in yeast on a genome scale	Nature Methods	2010	319
34	Almost optimal set covers in finite VC-dimension	Discrete and Computational Geometry	1995	314
35	ImageNet: A large-scale hierarchical image database		2009	313
36	SHRiMP2: Sensitive yet Practical Short Read Mapping	Bioinformatics	2011	304
37	Meta-analysis of Genome-wide Association Studies for Neuroticism, and the Polygenic Association With Major Depressive Disorder	JAMA Psychiatry	2015	289
38	Computational solutions for omics data	Nature Reviews Genetics	2013	288
39	Spatially Coherent Latent Topic Model for Concurrent Segmentation and Classification of Objects and Scenes		2007	270
40	Finding Minimum-Cost Circulations by Successive Approximation	Mathematics of Operations Research	1990	268
41	An optimal convex hull algorithm in any fixed dimension	Discrete and Computational Geometry	1993	267
42	The Smallest Grammar Problem	IEEE Transactions on Information Theory	2005	266
43	Diskless checkpointing	IEEE Transactions on Parallel and Distributed Systems	1998	260
44	Genomic RNA Elements Drive Phase Separation of the SARS-CoV-2 Nucleocapsid	Molecular Cell	2020	255
45	Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words		2006	254
46	Towards total scene understanding: Classification, annotation and segmentation in an automatic framework		2009	247
47	MARSYAS: a framework for audio analysis	Organised Sound	2000	236
48	Simple generational garbage collection and fast allocation	Software - Practice and Experience	1989	234
49	A Survey of BGP Security Issues and Solutions	Proceedings of the IEEE	2010	231
50	Integrating communication and information through ContactMap	Communications of the ACM	2002	228

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