Haesun Park
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Computer Science
Haesun Park's Degrees
- Bachelors Computer Science Seoul National University
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(Suggest an Edit or Addition)Haesun Park'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
- Orthogonal nonnegative matrix t-factorizations for clustering (2006) (1164)
- Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis (2007) (836)
- Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method (2008) (589)
- Missing value estimation for DNA microarray gene expression data: local least squares imputation (2005) (489)
- Symmetric Nonnegative Matrix Factorization for Graph Clustering (2012) (368)
- Generalizing discriminant analysis using the generalized singular value decomposition (2004) (355)
- Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons (2011) (335)
- Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework (2014) (320)
- Dimension Reduction in Text Classification with Support Vector Machines (2005) (286)
- An optimization criterion for generalized discriminant analysis on undersampled problems (2004) (271)
- UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization (2013) (258)
- Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons (2008) (238)
- Protein secondary structure prediction based on an improved support vector machines approach. (2003) (230)
- Sparse Nonnegative Matrix Factorization for Clustering (2008) (226)
- Total Least Norm Formulation and Solution for Structured Problems (1996) (191)
- Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition (2003) (180)
- SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering (2015) (173)
- iVisClustering: An Interactive Visual Document Clustering via Topic Modeling (2012) (161)
- An Analysis Of Algorithm-Based Fault Tolerance Techniques (1986) (157)
- IDR/QR: an incremental dimension reduction algorithm via QR decomposition (2004) (143)
- Lower Dimensional Representation of Text Data Based on Centroids and Least Squares (2003) (142)
- Prediction of protein relative solvent accessibility with support vector machines and long‐range interaction 3D local descriptor (2004) (138)
- iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction (2010) (138)
- Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis (2006) (136)
- A comparison of generalized linear discriminant analysis algorithms (2008) (134)
- A Procrustes problem on the Stiefel manifold (1999) (128)
- Formulation and solution of structured total least norm problems for parameter estimation (1996) (123)
- On parallel Jacobi orderings (1989) (116)
- Solving the small sample size problem in face recognition using generalized discriminant analysis (2006) (113)
- Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis (2005) (112)
- Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization (2013) (111)
- CallRank: Combating SPIT Using Call Duration, Social Networks and Global Reputation (2007) (103)
- Nonnegative Matrix Factorization for Interactive Topic Modeling and Document Clustering (2014) (100)
- Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw (2013) (94)
- A Proof of Convergence for Two Parallel Jacobi SVD Algorithms (1989) (93)
- InterAxis: Steering Scatterplot Axes via Observation-Level Interaction (2016) (93)
- Nonlinear Discriminant Analysis Using Kernel Functions and the Generalized Singular Value Decomposition (2005) (87)
- Fast rank-2 nonnegative matrix factorization for hierarchical document clustering (2013) (76)
- Group Sparsity in Nonnegative Matrix Factorization (2012) (71)
- Fast Nonnegative Tensor Factorization with an Active-Set-Like Method (2012) (69)
- AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings (2017) (69)
- Customizing Computational Methods for Visual Analytics with Big Data (2013) (65)
- Structured Total Least Norm for Nonlinear Problems (1998) (64)
- Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization (2015) (64)
- Bounded matrix factorization for recommender system (2014) (62)
- Statistical properties analysis of real world tournament selection in genetic algorithms (2008) (62)
- A high-performance parallel algorithm for nonnegative matrix factorization (2015) (60)
- Efficient Implementation of Jacobi Algorithms and Jacobi Sets on Distributed Memory Architectures (1990) (56)
- Accurate Downdating of Least Squares Solutions (1994) (55)
- Fault-Tolerant Matrix Triangularizations on Systolic Arrays (1988) (52)
- Two-stage framework for visualization of clustered high dimensional data (2009) (52)
- Fast Plane Rotations with Dynamic Scaling (1994) (50)
- Feature extraction via generalized uncorrelated linear discriminant analysis (2004) (46)
- Fast bregman divergence NMF using taylor expansion and coordinate descent (2012) (45)
- Multiclass classifiers based on dimension reduction with generalized LDA (2007) (40)
- Outlier Detection for Text Data (2017) (39)
- An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data (2013) (39)
- Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares (2007) (39)
- Fast Active-set-type Algorithms for L1-regularized Linear Regression (2010) (37)
- A Relationship between Linear Discriminant Analysis and the Generalized Minimum Squared Error Solution (2005) (37)
- Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA (2009) (37)
- Downdating the Rank-Revealing URV Decomposition (1995) (36)
- Binary Particle Swarm Optimization with Bit Change Mutation (2007) (36)
- Data-enabled public preferences inform integration of autonomous vehicles with transit-oriented development in Atlanta (2017) (36)
- Hierarchical Tensor Decomposition of Latent Tree Graphical Models (2013) (35)
- Nonlinear feature extraction based on centroids and kernel functions (2004) (32)
- MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization (2016) (32)
- A parallel algorithm for the unbalanced orthogonal Procrustes problem (1991) (30)
- DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling (2017) (29)
- Block Downdating of Least Squares Solutions (1994) (29)
- Weakly supervised nonnegative matrix factorization for user-driven clustering (2015) (28)
- Bounded Matrix Low Rank Approximation (2012) (27)
- Fast Linear Discriminant Analysis using QR Decomposition and Regularization (2007) (26)
- Understanding and promoting micro-finance activities in Kiva.org (2014) (26)
- A Dynamic Data Driven Application System for Vehicle Tracking (2014) (26)
- Dimension reduction based on centroids and least squares for efficient processing of text data (2001) (25)
- Lower dimensional representation of text data in vector space based information retrieval (2001) (24)
- Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations (2007) (23)
- Self-scaling fast rotations for stiff and equality-constrained linear least squares problems (1996) (22)
- On The Equivalence And Convergence Of Parallel Jacobi SVD Algorithms (1988) (22)
- Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling (2012) (22)
- To gather together for a better world: understanding and leveraging communities in micro-lending recommendation (2014) (21)
- Efficient GSVD Based Multi-User MIMO Linear Precoding and Antenna Selection Scheme (2009) (21)
- Accurate Solution to Overdetermined Linear Equations with Errors Using L1 Norm Minimization (2000) (20)
- An Effective Term-Weighting Scheme for Information Retrieval (2000) (20)
- Data Transformations and Representations for Computation and Visualization (2009) (20)
- Proceedings of the 2008 SIAM International Conference on Data Mining (2008) (19)
- Adaptive nonlinear discriminant analysis by regularized minimum squared errors (2006) (19)
- Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization (2017) (19)
- TASTE: temporal and static tensor factorization for phenotyping electronic health records (2019) (19)
- Statistical Optimization of Non-Negative Matrix Factorization (2011) (18)
- VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data (2014) (18)
- Behavioral clusters in dynamic graphs (2015) (18)
- Sparse nonnegative matrix factorization for protein sequence motif discovery (2011) (18)
- Imputation of missing values in DNA microarray gene expression data (2004) (17)
- Equivalence of Several Two-Stage Methods for Linear Discriminant Analysis (2004) (17)
- Stability analysis and fast algorithms for triangularization of Toeplitz matrices (1997) (17)
- Hypergraph Random Walks, Laplacians, and Clustering (2020) (16)
- Efficient reduction algorithms for bordered band matrices (1995) (16)
- Unfolding Latent Tree Structures using 4th Order Tensors (2012) (16)
- STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection (2017) (16)
- Distance Preserving Dimension Reduction for Manifold Learning (2007) (16)
- Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model (2004) (16)
- PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering (2017) (15)
- SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping (2018) (15)
- Perturbation analysis for block downdating of a Cholesky decomposition (1994) (15)
- DNA Screening, Pooling Design and Simplicial Complex (2003) (15)
- Outlier Detection for Text Data : An Extended Version (2017) (15)
- Nonnegative matrix and tensor factorizations, least squares problems, and applications (2011) (14)
- Proceedings of the 2009 SIAM International Conference on Data Mining (2009) (14)
- A comparative study of linear and nonlinear feature extraction methods (2004) (14)
- MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs (2020) (14)
- Supervised Raman spectra estimation based on nonnegative rank deficient least squares (2010) (13)
- A three-stage framework for gene expression data analysis by L1-norm support vector regression (2005) (13)
- On Multiple Error Detection in Matrx Triangularizations Using Checksum Methods (1992) (13)
- ArchiText: Interactive Hierarchical Topic Modeling (2020) (13)
- Cluster-Preserving Dimension Reduction Methods for Efficient Classification of Text Data (2004) (12)
- Proceedings of the Eighth SIAM International Conference on Data Mining (2008) (11)
- TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling (2019) (11)
- A new optimization criterion for generalized discriminant analysis on undersampled problems (2003) (10)
- Robust Asymmetric Nonnegative Matrix Factorization (2014) (10)
- Two-way bidiagonalization scheme for downdating the singular-value decomposition (1995) (10)
- PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods (2014) (10)
- Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest (2010) (10)
- Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization (2015) (10)
- Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices (1994) (10)
- A Relationship between LDA and the Generalized Minimum Squared Error Solution (2005) (10)
- Fast algorithms for exponential data modeling (1994) (9)
- Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization (2017) (9)
- TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media (2018) (9)
- Combining Computational Analyses and Interactive Visualization to Enhance Information Retrieval (2010) (9)
- Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA (2010) (9)
- Comparison of Raman spectra estimation algorithms (2009) (9)
- Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design (2004) (8)
- PLANC: Parallel Low Rank Approximation with Non-negativity Constraints (2019) (8)
- Learning the Dependency Structure of Latent Factors (2012) (8)
- Fast residual computation for sliding window recursive least squares methods (1995) (8)
- VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data (2018) (8)
- Schur-Type Methods for Solving Least Squares Problems with Toeplitz Structure (2000) (8)
- PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding (2016) (8)
- VisIRR: Interactive Visual Information Retrieval and Recommendation for Large-scale Document Data (2013) (7)
- Structured total least norm method for Toeplitz problems (1995) (7)
- An algorithm for sparse PCA based on a new sparsity control criterion (2011) (7)
- SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors (2020) (7)
- Linear discriminant analysis for data with subcluster structure (2008) (7)
- Estimating Temporal Dynamics of Human Emotions (2015) (6)
- Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares (2007) (6)
- A real algorithm for the Hermitian eigenvalue decomposition (1993) (6)
- Toward Social Media Opinion Mining for Sustainability Research (2015) (5)
- p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics (2010) (5)
- Integer Matrix Approximation and Data Mining (2017) (5)
- Local Context Sparse Coding (2015) (5)
- Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets (2015) (5)
- Total least norm for linear and nonlinear structured problems (1997) (5)
- Perturbation and error analyses for block downdating of a Cholesky decomposition (1996) (5)
- Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations (2006) (5)
- ESPRIT Direction-of-Arrival Estimation in the Presence of Spatially Correlated Noise (1994) (5)
- Structure preserving total least squares method and its application to parameter estimation (1995) (5)
- Efficient diagonalization of oversized matrices on a distributed-memory multiprocessor (1990) (5)
- Total least norm problem formulation and solution of structured problems in parameter extraction (1995) (4)
- Distributed Simulation of Freeway Traffic Flow Using Personal Computers (2000) (4)
- Distributed-Memory Parallel Symmetric Nonnegative Matrix Factorization (2020) (4)
- Understanding Actors and Evaluating Personae with Gaussian Embeddings (2018) (4)
- An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization (2020) (4)
- A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems (2012) (4)
- Hierarchical ordering with partial pairwise hierarchical relationships on the macaque brain data sets (2017) (4)
- Command Generation Techniques for a Pin Array Using the SVD and the SNMF (2012) (4)
- Multidirectional Pointing Input Using a Hardware Keyboard (2013) (4)
- 14 Matrix Rank Reduction for Data Analysis and Feature Extraction (2006) (4)
- A Fast Algorithm for Nonnegative Tensor Factorization using Block Coordinate Descent and an Active-set-type method (2010) (4)
- Signal Identification Using a Least L1 Norm Algorithm (2000) (4)
- CoDiNMF: Co-Clustering of Directed Graphs via NMF (2018) (3)
- Multi-scale Nystrom Method (2018) (3)
- Cluster-Preserving Dimension Reduction Methods for Document Classification (2008) (3)
- Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery (2013) (3)
- A Visual Analytics Approach for Protein Disorder Prediction (2012) (3)
- Fast Spammer Detection Using Structural Rank (2014) (3)
- Event Detection Based on Nonnegative Matrix Factorization: Ceasefire Violation, Environmental, and Malware Events (2017) (3)
- MEGA (2020) (3)
- Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework (2013) (3)
- Quality assessment of gene selection in microarray data (2007) (3)
- Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix Factorization (2020) (2)
- TASTE (2020) (2)
- GeneTracer: Gene sequence analysis of disease mutations VAST 2010 mini challenge 3 award: Excellent process explanation (2010) (2)
- Identification of Tumor Subtypes of Endometrial Carcinoma by Integrationof Heterogeneous Datasets (2015) (2)
- Multiple Error Algorithm-Based Fault Tolerance For Matrix Triangularizations (1988) (2)
- A Comparison of Unsupervised Dimension Reduction Algorithms for Classification (2007) (2)
- Efficient nonlinear dimension reduction for clustered data using kernel functions (2003) (2)
- Exponential Modeling with Unknown Model Order Using Structured Nonlinear Total Least Norm (2003) (2)
- Missing Value Estimation for DNA Microarray Expression Data : Least Squares Imputation (2004) (2)
- An efficient algorithm for rank-1 sparse PCA (2010) (2)
- Relationships Between Support Vector Classifiers and Generalized Linear Discriminant Analysis on Support Vectors (2006) (2)
- Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization (2007) (2)
- Dimension Reduction for Text Data Representation Based on Cluster Structure Preserving Projection (2001) (2)
- Collaborative research: Development of effective gene selection algorithms (2011) (2)
- Lytic: synthesizing high-dimensional algorithmic analysis with domain-agnostic, faceted visual analytics (2013) (2)
- Discriminant analysis using nonnegative matrix factorization for nonparametric multiclass classification (2006) (1)
- Hierarchical Linear Discriminant Analysis for Beamforming (2009) (1)
- Fast and accurate Toeplitz matrix triangulation for linear prediction (1993) (1)
- An algorithm for the generalized singular value decomposition on massively parallel computers (1991) (1)
- Centroid-based dimension reduction methods for classification of high dimensional text data (2001) (1)
- Learning Joint Gaussian Representations for Movies, Actors, and Literary Characters (2018) (1)
- Computing the generalized singular value decomposition on the Connection Machine (1990) (1)
- PLANC (2021) (1)
- Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2 (2014) (1)
- Visualize It-Wise! An Iteration-Wise Computational Framework for Real-Time Visual Analytics (2013) (1)
- VisIRR (2018) (1)
- Fast QR Decomposition for Weighted Least Squares Problems (1993) (1)
- Augmenting MATLAB with semantic objects for an interactive visual environment (2013) (1)
- Opinion Marks : A Human-Based Computation Approach to Instill Structure into Unstructured Text on the Web (2015) (1)
- Hybrid Clustering of single-cell gene-expression and cell spatial information via integrated NMF and k-means (2020) (1)
- Fast Clustering and Topic Modeling Based on Rank-2 Nonnegative Matrix Factorization (2015) (1)
- Fast interactive visualization for multivariate data exploration (2013) (1)
- Weakly supervised nonnegative matrix factorization for user-driven clustering (2014) (0)
- The prediction of protein secondary structure is an important step in the prediction of protein tertiary struc- ture. A new protein secondary structure prediction (2003) (0)
- Improved parallel algorithm for band matrix reconstruction (1993) (0)
- Adaptive Kernel Classifiers Via Matrix Decomposition Updating for Biological Data Analysis (2008) (0)
- Two-Dimensional Concept Vector Machines Based on an Ionic Interaction Model (2005) (0)
- Linear Discriminant Analysis for Subclustered Data (2008) (0)
- SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering (2014) (0)
- Workshop on Future Direction in Numerical Algorithms and Optimization (2008) (0)
- Interactive visual analytics for high dimensional data (2013) (0)
- 2nd Special issue on matrix computations and statistics (2006) (0)
- Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects (2013) (0)
- PixelSNE: Pixel‐Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen‐Resolution Precision (2018) (0)
- Computational methods for nonlinear dimension reduction (2010) (0)
- om Scheme for Large-Scale Data Sets (2015) (0)
- Bounded matrix factorization for recommender system (2013) (0)
- Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization (2017) (0)
- Parallel tri-diagonalization and bi-diagonalization of bordered bidiagonal matrices (1994) (0)
- DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling (2017) (0)
- Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization (2017) (0)
- An extension of discriminant analysis and its applications (2004) (0)
- TR 00-025 Exponential Modeling with Unknown Model Order Using Structured Nonlinear Total Least (2013) (0)
- Formulation an Solution of Least Norm Problems for (1996) (0)
- Integer Matrix Approximation and Data Mining (2017) (0)
- Final Program Sponsored by the SIAM Activity Group on Data Mining and Analytics (2019) (0)
- Integer Low Rank Approximation of Integer matrices (2015) (0)
- ORCA: Outlier detection and Robust Clustering for Attributed graphs (2021) (0)
- ALGORITHMS: Collaborative research: development of vector space based methods for protein structure prediction (2007) (0)
- A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria (2011) (0)
- Dynamic Systems for Individual Tracking via Heterogeneous Information Integration and Crowd Source Distributed Simulation (2015) (0)
- Numerical linear algebra algorithms on vector and parallel computers (1993) (0)
- Tile-Based Spatio-Temporal Visual Analytics via Topic Modeling on Social Media (2016) (0)
- Parallel simulation of freeway traffic flows on a personal computer-based, distributed computing system (1996) (0)
- User FeedbackDocuments Targets Document Subset Topics Target Building Visualization Targeted Topic Modeling Sifting (2019) (0)
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