Department of Computer Science

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#	Title	Journal	Year	Citations
1	LOF	SIGMOD Record	2000	2,799
2	LOF		2000	2,444
3	Automatic Panoramic Image Stitching using Invariant Features	International Journal of Computer Vision	2007	2,111
4	An Introduction to MCMC for Machine Learning	Machine Learning	2003	1,641
5	On the shape of a set of points in the plane	IEEE Transactions on Information Theory	1983	1,265
6	Distance-based outliers: algorithms and applications	VLDB Journal	2000	930
7	CLARANS: a method for clustering objects for spatial data mining	IEEE Transactions on Knowledge and Data Engineering	2002	910
8	Implicit-explicit Runge-Kutta methods for time-dependent partial differential equations	Applied Numerical Mathematics	1997	854
9	A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games	IEEE Transactions on Automatic Control	2005	785
10	A theory of multiscale, curvature-based shape representation for planar curves	IEEE Transactions on Pattern Analysis and Machine Intelligence	1992	768
11	Scale-Based Description and Recognition of Planar Curves and Two-Dimensional Shapes	IEEE Transactions on Pattern Analysis and Machine Intelligence	1986	700
12	Recognising panoramas		2003	611
13	Collocation Software for Boundary-Value ODEs	ACM Transactions on Mathematical Software	1981	578
14	Critical assessment of automated flow cytometry data analysis techniques	Nature Methods	2013	509
15	Shape indexing using approximate nearest-neighbour search in high-dimensional spaces		0	489
16	Decision-Theoretic Planning: Structural Assumptions and Computational Leverage	Journal of Artificial Intelligence Research	0	485
17	Predicting source code changes by mining change history	IEEE Transactions on Software Engineering	2004	429
18	Simple heuristics for unit disk graphs	Networks	1995	400
19	Vision-based global localization and mapping for mobile robots		2005	395
20	Probabilistic Horn abduction and Bayesian networks	Artificial Intelligence	1993	383
21	Linear time Euclidean distance transform algorithms	IEEE Transactions on Pattern Analysis and Machine Intelligence	1995	377
22	Minimizing finite sums with the stochastic average gradient	Mathematical Programming	2017	376
23	On The Marriage of Lp-norms and Edit Distance		2004	375
24	Mutational and structural analysis of diffuse large B-cell lymphoma using whole-genome sequencing	Blood	2013	349
25	Computing contour trees in all dimensions	Computational Geometry: Theory and Applications	2003	345
26	The genome of the simian and human malaria parasite Plasmodium knowlesi	Nature	2008	338
27	InnateDB: facilitating systems‐level analyses of the mammalian innate immune response	Molecular Systems Biology	2008	330
28	Using Bayesian Networks to Manage Uncertainty in Student Modeling	User Modeling and User-Adapted Interaction	2002	328
29	Semantic Modeling of Natural Scenes for Content-Based Image Retrieval	International Journal of Computer Vision	2007	324
30	Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields	International Journal of Computer Vision	2008	314
31	Software reflexion models: bridging the gap between design and implementation	IEEE Transactions on Software Engineering	2001	297
32	Vision-based mobile robot localization and mapping using scale-invariant features		0	295
33	Algorithm runtime prediction: Methods & evaluation	Artificial Intelligence	2014	278
34	Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition	Lecture Notes in Computer Science	2016	276
35	Inverse perspective mapping simplifies optical flow computation and obstacle detection	Biological Cybernetics	1991	272
36	Interpretable dimensionality reduction of single cell transcriptome data with deep generative models	Nature Communications	2018	271
37	Massive haplotypes underlie ecotypic differentiation in sunflowers	Nature	2020	263
38	The independent choice logic for modelling multiple agents under uncertainty	Artificial Intelligence	1997	259
39	Hipikat: a project memory for software development	IEEE Transactions on Software Engineering	2005	248
40	Empirically building and evaluating a probabilistic model of user affect	User Modeling and User-Adapted Interaction	2009	247
41	RNA STRAND: The RNA Secondary Structure and Statistical Analysis Database	BMC Bioinformatics	2008	240
42	Formal verification by symbolic evaluation of partially-ordered trajectories	Formal Methods in System Design	1995	239
43	Optimal output-sensitive convex hull algorithms in two and three dimensions	Discrete and Computational Geometry	1996	237
44	On optimization techniques for solving nonlinear inverse problems	Inverse Problems	2000	237
45	HotKnots: Heuristic prediction of RNA secondary structures including pseudoknots	Rna	2005	230
46	STRANDS: Interactive Simulation of Thin Solids using Cosserat Models	Computer Graphics Forum	2002	228
47	The Specificity and Topology of Chromatin Interaction Pathways in Yeast	Molecular Cell	2011	225
48	The Role of Affective Touch in Human-Robot Interaction: Human Intent and Expectations in Touching the Haptic Creature	International Journal of Social Robotics	2012	222
49	Unit disk graph recognition is NP-hard	Computational Geometry: Theory and Applications	1998	217
50	How effective developers investigate source code: an exploratory study	IEEE Transactions on Software Engineering	2004	212

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