Standout Papers
Citation Impact
Citing Papers
A fast, lock-free approach for efficient parallel counting of occurrences of k -mers
2011 Standout
A sequential algorithm for training text classifiers
1994
Using active relocation to aid reinforcement learning
2006
Robust decision trees: removing outliers from databases
1995
Active Learning with Committees for Text Categorization
1997
Active Learning with Feedback on Features and Instances
2006
Active Learning for Natural Language Parsing and Information Extraction
1999
Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms
2004
Selective Sampling with Redundant Views
2000
Query by Committee Made Real
2005
The True Sample Complexity of Active Learning.
2008
Multiple-Instance Active Learning
2007
Business Intelligence and Analytics: From Big Data to Big Impact
2012 Standout
Rayyan—a web and mobile app for systematic reviews
2016 Standout
A Java-based fMRI Processing Pipeline Evaluation System for Assessment of Univariate General Linear Model and Multivariate Canonical Variate Analysis-based Pipelines
2008
The backtracking survey propagation algorithm for solving random K-SAT problems
2016 StandoutNobel
Detecting influenza epidemics using search engine query data
2008 StandoutNature
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
2010 Standout
SCENIC: single-cell regulatory network inference and clustering
2017 Standout
Cellpose 2.0: how to train your own model
2022 Standout
MapReduce: Simplified Data Processing on Large Cluster
2018 Standout
Semi-automated screening of biomedical citations for systematic reviews
2010
Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
2007 Standout
A survey on active learning and human-in-the-loop deep learning for medical image analysis
2021
Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry
2011 Standout
Metabolomics, modelling and machine learning in systems biology – towards an understanding of the languages of cells
2006
Software-Defined Networking: A Comprehensive Survey
2014 Standout
Taking the Human Out of the Loop: A Review of Bayesian Optimization
2015 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Port automata and the algebra of concurrent processes
1983
Voronoi diagrams—a survey of a fundamental geometric data structure
1991 Standout
Deficiency Sets and Bounded Information Reducibilities
1974
Large Margin Low Rank Tensor Analysis
2014
MoleculeNet: a benchmark for molecular machine learning
2017 Standout
Learning from Imbalanced Data
2009 Standout
A theory of timed automata
1994 Standout
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
2003
Object tracking
2006 Standout
SortMeRNA: fast and accurate filtering of ribosomal RNAs in metatranscriptomic data
2012 Standout
Knowledge discovery via multiple models
1998
Support vector machines in remote sensing: A review
2010 Standout
Extracting comprehensible models from trained neural networks
1996
Community detection in graphs
2009 Standout
Conflict resolution for air traffic management: a study in multiagent hybrid systems
1998 Standout
Neural network models of potential energy surfaces
1995
Analytic and Algorithmic Solution of Random Satisfiability Problems
2002 StandoutScienceNobel
Learning on the border
2007
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
A logic to reason about likelihood
1987
Active Feature-Value Acquisition
2009
Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines
2009
On combining active and transfer learning for medical data classification
2018
$\mathrm{wtt}$-complete sets are not necessarily $\mathrm{tt}$-complete
1975
MapReduce
2008 Standout
A Comprehensive Survey on Transfer Learning
2020 Standout
Boosting Image Retrieval
2003
Quantitative temporal reasoning
1992
Recursively enumerable sets and degrees
1978 Standout
Computational complexity of the quantum separability problem
2007
Explanation and Understanding
2005 Standout
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
1988 Standout
Robust image communication over wireless channels
2001
Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems
1988 Standout
Active learning using adaptive resampling
2000
Segmentation of multispectral remote sensing images using active support vector machines
2004
Active Learning with Statistical Models
1996
The Nature of Computation
2011
Defining and detecting quantum speedup
2014 StandoutScienceNobel
Selective Sampling Using the Query by Committee Algorithm
1997
A literature survey of active machine learning in the context of natural language processing
2009
Statistical pattern recognition: a review
2000 Standout
Learning cost-sensitive active classifiers☆☆This extends the short conference paper [19].
2002
Constructing the Voronoi diagram of a set of line segments in parallel
1993
Temporal logic can be more expressive
1983
Coherence as Constraint Satisfaction
1998
Deficiency sets and bounded information reducibilities
1974
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
2010 Standout
On the complexity of designing distributed protocols
1982
Edge Computing: Vision and Challenges
2016 Standout
The control of discrete event systems
1989 Standout
Seismic detection using support vector machines
2014
On the theory of average case complexity
1992
A stopping criterion for active learning
2007
Extracting decision trees from trained neural networks
1999
Optimal and Sublogarithmic Time Randomized Parallel Sorting Algorithms
1989
On the Desirability of Acyclic Database Schemes
1983
Sample Selection for Statistical Parsing
2004
Comparing Classification Methods for Longitudinal fMRI Studies
2010 StandoutNobel
Boosting and Other Ensemble Methods
1994
Tri-training: exploiting unlabeled data using three classifiers
2005
Prediction, Learning, and Games
2006
Active Learning Literature Survey
2009 Standout
On representing chemical environments
2013 Standout
Distributed asynchronous deterministic and stochastic gradient optimization algorithms
1986 Standout
Data Mining: Practical Machine Learning Tools and Techniques
2011 Standout
A survey of image classification methods and techniques for improving classification performance
2007 Standout
Machine Learning Methods for Property Prediction in Chemoinformatics:Quo Vadis?
2012
Exploiting locality in distributed SDN control
2013
Propositional dynamic logic of nonregular programs
1983
User cooperation diversity-part I: system description
2003 Standout
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
2005 Standout
Machine learning in automated text categorization
2002 Standout
A bridging model for parallel computation
1990 Standout
Entanglement detection
2009 Standout
PSPACE has constant-round quantum interactive proof systems
2003
An unsupervised method of classifying remotely sensed images using Kohonen self‐organizing maps and agglomerative hierarchical clustering methods
2008
Parallel speedup of sequential machines: a defense of parallel computation thesis
1986
Reasoning about knowledge and probability
1994
Selective Sampling for Nearest Neighbor Classifiers
2004
Redesigning the string hash table, burst trie, and BST to exploit cache
2010
Cache-efficient string sorting using copying
2007
Works of Richard E. Ladner being referenced
Training Connectionist Networks with Queries and Selective Sampling
1989
A completely mitotic nonrecursive r.e. degree
1973
The weak truth table degrees of recursively enumerable sets
1975
The Computational Complexity of Provability in Systems of Modal Propositional Logic
1977
Parallel Prefix Computation
1980 Standout
On the Structure of Polynomial Time Reducibility
1975
Propositional dynamic logic of regular programs
1979
The circuit value problem is log space complete for P
1975
Testing the universal instance assumption
1980
Semi-matchings for bipartite graphs and load balancing
2005
Improving generalization with active learning
1994
A Completely Mitotic Nonrecursive R.E. Degree
1973
A comparison of polynomial time reducibilities
1975
Mitotic recursively enumerable sets
1973
Interactive Proof Systems with Polynomially Bounded Strategies
1995
Improving Generalization with Active Learning
1994
The influence of caches on the performance of heaps
1996
The complexity of problems in systems of communicating sequential processes
1980
The Influence of Caches on the Performance of Sorting
1999
Unequal loss protection: graceful degradation of image quality over packet erasure channels through forward error correction
2000