William Zhu
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Computer Science
William Zhu's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
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(Suggest an Edit or Addition)William Zhu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Reduction and axiomization of covering generalized rough sets (2003) (700)
- Topological approaches to covering rough sets (2007) (597)
- Generalized rough sets based on relations (2007) (430)
- Relationship between generalized rough sets based on binary relation and covering (2009) (428)
- Relationship among basic concepts in covering-based rough sets (2009) (278)
- Test-cost-sensitive attribute reduction (2011) (274)
- On three types of covering-based rough sets via definable sets (2007) (251)
- The algebraic structures of generalized rough set theory (2008) (243)
- A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models (2015) (168)
- Feature selection with test cost constraint (2012) (166)
- On Three Types of Covering-Based Rough Sets (2014) (141)
- Attribute reduction of data with error ranges and test costs (2012) (135)
- Subspace learning for unsupervised feature selection via matrix factorization (2015) (125)
- Properties of the Fourth Type of Covering-Based Rough Sets (2006) (111)
- Matroidal approaches to generalized rough sets based on relations (2011) (99)
- Relationships among three types of covering rough sets (2006) (87)
- An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection (2021) (75)
- Matroidal structure of rough sets and its characterization to attribute reduction (2012) (73)
- Sparse Graph Embedding Unsupervised Feature Selection (2018) (73)
- Covering Based Granular Computing for Conflict Analysis (2006) (72)
- Multi-label feature selection via feature manifold learning and sparsity regularization (2018) (68)
- Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris’ Hawk Optimization Algorithm (2020) (66)
- TraPlan: An Effective Three-in-One Trajectory-Prediction Model in Transportation Networks (2015) (59)
- Rough matroids based on relations (2013) (58)
- Quantitative analysis for covering-based rough sets through the upper approximation number (2013) (57)
- Characteristic matrix of covering and its application to Boolean matrix decomposition (2012) (54)
- Matroidal structure of covering-based rough sets through the upper approximation number (2011) (53)
- Unsupervised feature selection via maximum projection and minimum redundancy (2015) (53)
- Properties of the Second Type of Covering-Based Rough Sets (2006) (48)
- A matroidal approach to rough set theory (2013) (46)
- Binary Relation Based Rough Sets (2006) (46)
- The fourth type of covering-based rough sets (2012) (44)
- Long-Term Memory Harris’ Hawk Optimization for High Dimensional and Optimal Power Flow Problems (2019) (42)
- Trip frequency scheduling for bus route management in Bangkok (1995) (40)
- Matroidal Structure of Rough Sets from the Viewpoint of Graph Theory (2012) (38)
- Properties of the First Type of Covering-Based Rough Sets (2006) (37)
- Optimal cost-sensitive granularization based on rough sets for variable costs (2014) (35)
- Transversal and Function Matroidal Structures of Covering-Based Rough Sets (2011) (34)
- A new similarity combining reconstruction coefficient with pairwise distance for agglomerative clustering (2020) (34)
- Nullity-based matroid of rough sets and its application to attribute reduction (2014) (31)
- Axiomatic Systems of Generalized Rough Sets (2006) (30)
- Minimal Cost Attribute Reduction through Backtracking (2011) (29)
- Cost-Sensitive Feature Selection of Numeric Data with Measurement Errors (2013) (28)
- Feature selection for multi-label classification using neighborhood preservation (2018) (28)
- A cost sensitive decision tree algorithm with two adaptive mechanisms (2015) (28)
- Basic Concepts in Covering-Based Rough Sets (2007) (27)
- Another approach to rough soft hemirings and corresponding decision making (2017) (25)
- Test-cost-sensitive attribute reduction of data with normal distribution measurement errors (2012) (25)
- A Competition Strategy to Cost-Sensitive Decision Trees (2012) (23)
- Structure of Covering-based Rough Sets (2010) (22)
- Geometric Lattice Structure of Covering-Based Rough Sets through Matroids (2012) (21)
- Relationship Between Partition Matroid and Rough Set Through k-rank Matroid ⋆ (2012) (21)
- Topological Properties in Covering-Based Rough Sets (2007) (21)
- Combating Fake News in "Low-Resource" Languages: Amharic Fake News Detection Accompanied by Resource Crafting (2021) (20)
- Local gap density for clustering high-dimensional data with varying densities (2019) (19)
- A genetic algorithm to the minimal test cost reduct problem (2011) (19)
- Test-cost-sensitive attribute reduction based on neighborhood rough set (2011) (19)
- Overlapping community identification approach in online social networks (2015) (19)
- Granular association rules with four subtypes (2012) (18)
- Early Detection of Fake News "Before It Flies High" (2019) (18)
- Applications of Bipartite Graphs and their Adjacency Matrices to Covering-based Rough Sets (2017) (18)
- Attribute Reduction with Test Cost Constraint (2011) (18)
- A New Local Density for Density Peak Clustering (2018) (17)
- Hybrid Channel Based Pedestrian Detection (2019) (17)
- Matroidal Structure of Rough Sets Based on Serial and Transitive Relations (2012) (17)
- Four matroidal structures of covering and their relationships with rough sets (2013) (17)
- Graph and matrix approaches to rough sets through matroids (2014) (16)
- An adaptive kernelized rank-order distance for clustering non-spherical data with high noise (2020) (16)
- Rough set methods in feature selection via submodular function (2017) (16)
- An improved artificial bee colony algorithm for minimal time cost reduction (2014) (15)
- Fast randomized algorithm with restart strategy for minimal test cost feature selection (2015) (14)
- Equivalent Characterizations of Some Graph Problems by Covering-Based Rough Sets (2013) (14)
- Rough Set Characterization for 2-circuit Matroid (2014) (13)
- Applications of Matrices to a Matroidal Structure of Rough Sets (2013) (12)
- Granular association rules for multi-valued data (2013) (12)
- Comparison of Discretization Approaches for Granular Association Rule Mining (2014) (12)
- A comparative study of discretization approaches for granular association rule mining (2012) (11)
- A Backtracking Approach to Minimal Cost Feature Selection of Numerical Data (2013) (11)
- Characteristic of partition-circuit matroid through approximation number (2012) (11)
- Parametric Matroid of Rough Set (2012) (11)
- Optimal Sub-Reducts with Test Cost Constraint (2011) (11)
- Covering-Based Rough Sets on Eulerian Matroids (2013) (11)
- Conditions for coverings to induce matroids (2014) (11)
- Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding (2021) (11)
- Rough matroid (2011) (11)
- Covering-based Rough sets Based on the Refinement of Covering-element (2011) (10)
- The vectorially matroidal structure of generalized rough sets based on relations (2011) (10)
- Granular association rules on two universes with four measures (2012) (10)
- Closed-set lattice of regular sets based on a serial and transitive relation through matroids (2012) (10)
- Closed-set lattice and modular matroid induced by covering-based rough sets (2017) (9)
- Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model (2016) (9)
- Parametric Rough Sets with Application to Granular Association Rule Mining (2013) (9)
- Mining top-k granular association rules for recommendation (2013) (9)
- Approximations in Rough Sets vs Granular Computing for Coverings (2010) (9)
- Balise arrangement optimization for train station parking via expert knowledge and genetic algorithm (2016) (9)
- Ant colony optimization to minimal test cost reduction (2012) (8)
- GDPC: generalized density peaks clustering algorithm based on order similarity (2020) (8)
- A Web Text Filter Based on Rough Set Weighted Bayesian (2009) (8)
- Dependence space of topology and its application to attribute reduction (2018) (8)
- An exponent weighted algorithm for minimal cost feature selection (2016) (8)
- Fighting Fake News Using Deep Learning: Pre-trained Word Embeddings and the Embedding Layer Investigated (2020) (7)
- Contraction to Matroidal Structure of Rough Sets (2013) (7)
- Connectedness of graphs and its application to connected matroids through covering-based rough sets (2013) (7)
- Ant Colony Optimization with Three Stages for Independent Test Cost Attribute Reduction (2013) (7)
- Granular Association Rule Mining through Parametric Rough Sets (2012) (7)
- Minimal Test Cost Feature Selection with Positive Region Constraint (2012) (7)
- On the matroidal structure of generalized rough set based on relation via definable sets (2016) (7)
- A Genetic Algorithm to Multi-objective Cost-sensitive Attribute Reduction (2014) (7)
- Multi-objective cost-sensitive attribute reduction (2013) (6)
- A genetic algorithm to attribute reduction with test cost constraint (2011) (6)
- Optimal sub-reducts in the dynamic environment (2011) (6)
- Matrix approaches to rough sets through vector matroids over fields (2014) (6)
- Matroidal structure of generalized rough sets based on symmetric and transitive relations (2012) (6)
- Poset Approaches to Covering-Based Rough Sets (2010) (6)
- Attribute Reduction in Time-cost-sensitive Decision Systems through Backtracking ⋆ (2014) (6)
- A Class of Covering-Based Fuzzy Rough Sets (2007) (6)
- Anchor: The achieved goal to replace the subgoal for hierarchical reinforcement learning (2021) (6)
- Topological Characterizations for Three Covering Approximation Operators (2013) (6)
- Geometric lattice structure of covering and its application to attribute reduction through matroids (2013) (5)
- Feature Fusing of Feature Pyramid Network for Multi-Scale Pedestrian Detection (2018) (5)
- The Matroidal Structures of the Second Type of Covering-Based Rough Set (2015) (5)
- Relation matroid and its relationship with generalized rough set based on relation (2012) (5)
- A CNN-based policy for optimizing continuous action control by learning state sequences (2021) (5)
- Generative classification model for categorical data based on latent Gaussian process (2017) (5)
- Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification (2022) (5)
- Secondary basis unique augmentation matroids and union minimal matroids (2014) (4)
- Cost-sensitive decision tree with probabilistic pruning mechanism (2015) (4)
- Human Segmentation with Deep Contour-Aware Network (2018) (4)
- Granular and rough computing on covering (2012) (4)
- Mining Significant Granular Association Rules for Diverse Recommendation (2014) (4)
- Covering Numbers in Covering-Based Rough Sets (2011) (4)
- FAST RANDOMIZED ALGORITHM FOR MINIMAL TEST COST ATTRIBUTE REDUCTION (2014) (3)
- Feature Selection with Test Cost Constraint through a Simulated Annealing Algorithm (2016) (3)
- Adaptive exploration policy for exploration–exploitation tradeoff in continuous action control optimization (2021) (3)
- Connectedness of Graph and Matroid by Covering-Based Rough Sets (2015) (3)
- Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem (2019) (3)
- Saliency: a new selection criterion of important architectures in neural architecture search (2021) (3)
- Covering-based granular computing (2008) (3)
- An improved genetic algorithm to minimal test cost reduction (2012) (3)
- Deep random walk of unitary invariance for large-scale data representation (2021) (3)
- Characteristic matrices of compound operations of coverings and their relationships with rough sets (2019) (3)
- Top-N Recommendation Based on Granular Association Rules (2014) (3)
- Cold-start recommendation through granular association rules (2013) (3)
- An intelligent design system for military situation assessment (2008) (3)
- A Variable Precision Covering-Based Rough Set Model Based on Functions (2014) (3)
- On matrix representation of three types of covering-based rough sets (2012) (3)
- Rough matroids based on coverings (2013) (2)
- Covering Cycle Matroid (2013) (2)
- Cost-sensitive Decision Trees with Post-pruning and Competition for Numeric Data (2013) (2)
- Characteristics of 2-circuit matroids through rough sets (2012) (2)
- A New Type of Covering-Based Rough Sets (2014) (2)
- A Survey of Social Image Colocalization (2021) (2)
- Bipartite Graphs and Coverings (2011) (2)
- Lattice structures of fixed points of the lower approximations of two types of covering-based rough sets (2012) (1)
- A matroidal structure for formal context and its applications on epidemiological study (2015) (1)
- Some characteristics of matroids through rough sets (2012) (1)
- VEHICLE REPLACEMENT COSTING WITH AGE AND BUDGET CONSTRAINTS. (1994) (1)
- WDIBS: Wasserstein deterministic information bottleneck for state abstraction to balance state-compression and performance (2021) (1)
- The Covering Upper Approximation by Subcovering (2010) (1)
- An approach to covering-based rough sets through bipartite graphs (2014) (1)
- Applications of repeat degree to coverings of neighborhoods (2013) (1)
- Condition for covering-based upper approximation operators to be closure operators of matroids (2013) (1)
- Optimal feature subset with positive region constraints (2015) (1)
- Reducible matroid and reducible element of covering-based rough sets (2011) (1)
- Matroidal structure based on serial and transitive relation (2012) (1)
- Feature Selection with Positive Region Constraint for Test-Cost-Sensitive Data (2014) (1)
- Global Best Artificial Bee Colony for Minimal Test Cost Attribute Reduction (2014) (1)
- Dependence space of matroids and its application to attribute reduction (2013) (1)
- Matrix approach to rough sets through representable matroids over a field (2012) (1)
- ESTIMATION OF AN ORIGIN-DESTINATION TRIP MATRIX FROM LINK TRAFFIC COUNTS FOR LARGE NETWORKS (1995) (1)
- Relationship between Covering-based Rough Sets and Free Matroids (2012) (1)
- Rough sets and matroidal contraction (2012) (1)
- Architecture self-attention mechanism: nonlinear optimization for neural architecture search (2021) (1)
- Minimal cost feature selection of data with normal distribution measurement errors (2012) (1)
- Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking (2009) (1)
- Test-cost-sensitive attribute reduction on heterogeneous data for adaptive neighborhood model (2015) (0)
- Message from the PICom-09 chairs (2009) (0)
- A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings (2015) (0)
- Covering matroid (2012) (0)
- Characterization of attribute reduction of decision system through matroid theory (2012) (0)
- Covering-based rough sets on covering-circuit matroids (2014) (0)
- An improved artificial bee colony algorithm for minimal time cost reduction (2013) (0)
- A Logarithmic Weighted Algorithm for Minimal Test Cost Attribute Reduction (2014) (0)
- A Comparison of Two Types of Covering-Based Rough Sets Through the Complement (2015) (0)
- Connectivity for matroids based on rough sets (2013) (0)
- A BOUNDED-SIZE LIKELIHOOD TEST FOR NON-NESTED PROBABILISTIC DISCRETE CHOICE MODELS ESTIMATED FROM CHOICE-BASED SAMPLES. (1993) (0)
- The refinement in covering-based rough sets (2011) (0)
- The role of covering matroid in covering-based rough set and matroid (2012) (0)
- An exponent weighted algorithm for minimal cost feature selection (2014) (0)
- Optimal and adaptive pairwise DNA sequence correlation analysis in natural gradient (2008) (0)
- Matroidal Structure of Generalized Rough Sets Based on Tolerance Relations (2014) (0)
- Topological characterizations to three types of covering approximation operators (2012) (0)
- The Connectivity of the Covering Approximation Space (2015) (0)
- Convergence Classes of L -Filters in L , M -Fuzzy Topological Spac (2021) (0)
- Boolean matrix decomposition through covering-based rough sets (2012) (0)
- PATRONAGE ANALYSIS FOR ELECTRONIC TICKETING SYSTEMS (1992) (0)
- Unique expansion matroids and union minimal matroids (2013) (0)
- Covering-based approximation operators by boolean matrix (2012) (0)
- Characteristic matrices of compound operations of coverings and their relationships with rough sets (2017) (0)
- Deep graph clustering with enhanced feature representations for community detection (2022) (0)
- Rough Sets in Partially Ordered Sets (2010) (0)
- Sparse Matrix Feature Selection in Multi-label Learning (2015) (0)
- Condition for neighbourhoods induced by a covering to be equal to the covering itself (2012) (0)
- An improved artificial bee colony algorithm for minimal time cost (2014) (0)
- Special issue: Rough and Fuzzy Methods for Data Mining (2011) (0)
- Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal Matroid (2013) (0)
- Cost-sensitive C4.5 with post-pruning and competition (2012) (0)
- Cost-Sensitive Feature Selection of Data with Errors (2012) (0)
- TRIP FREQUENCY SCHEDULING FOR TERMINAL QUEUING BUS ROUTES. (1994) (0)
- Relationship between the second type of covering-based rough set and matroid via closure operator (2012) (0)
- Closed-set lattice of regular sets based on a serial and transitive relation through matroids (2013) (0)
- A New Hierarchical Reinforcement Learning Framework for Relation Extraction (2021) (0)
- Matrix approach to rough sets through vector matroids over a field (2012) (0)
- A necessary and sufficient condition for two relations to induce the same definable set family (2013) (0)
- Unsupervised feature selection with the largest angle coding (2017) (0)
- Adaptive Lagrange constraints neural network under multisensing (2008) (0)
- International Program Committee (List of Reviewers) (2009) (0)
- On the matroidal structure of generalized rough set based on relation via definable sets (2015) (0)
- Condition for neighborhoods in covering based rough sets to form a partition (2012) (0)
- Application of Covering Rough Sets to Linguistic Dynamic Systems (2010) (0)
- Conditions for coverings to induce matroids (2014) (0)
- Dependence space of topology and its application to attribute reduction (2016) (0)
- PROPERTIESOF THE THIRDTYPEOF COVERING-BASEDROUGH SETS (2007) (0)
- Long-term Recommender System based on ACP Framework (2021) (0)
- Feature Selection with Multi-Cost Constraint (2016) (0)
- The Lower Approximation Number in Covering-Based Rough Set (2015) (0)
- Closed-set lattice and modular matroid induced by covering-based rough sets (2014) (0)
- Fast randomized algorithm with restart strategy for minimal test cost feature selection (2014) (0)
- Connectedness of graphs and its application to connected matroids through covering-based rough sets (2015) (0)
- Convergence Classes of L-Filters in (L, M)-Fuzzy Topological Spaces (2021) (0)
- Rough sets and partition matroids (2012) (0)
- Matroidal structure of regular set based on serial and transitive relation (2012) (0)
- Reducible matroid and its relationship with covering-based rough sets (2011) (0)
- Covering Approximations in Set-Valued Information Systems (2014) (0)
- CREW SIZE DETERMINATION FOR TERMINAL QUEUING OPERATION OF A BUS ROUTE (1993) (0)
- Applications of repeat degree to coverings of neighborhoods (2014) (0)
- Test Cost Constraint Reduction with Common Cost (2011) (0)
- Layered feature representation for differentiable architecture search (2021) (0)
- Matroidal structure of covering rough sets based on multigranulation (2012) (0)
- Attribute reduction algorithms based on the matroidal structure of rough set (2012) (0)
- Free matroidal structure of covering-based rough sets (2011) (0)
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What Schools Are Affiliated With William Zhu?
William Zhu is affiliated with the following schools:
