Raymond T. Ng
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Raymond T. Ng's AcademicInfluence.com Rankings
Raymond T. Ngcomputer-science Degrees
Computer Science
#6012
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#6340
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Data Science
#104
World Rank
#107
Historical Rank
Data Mining
#131
World Rank
#131
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Database
#3137
World Rank
#3269
Historical Rank
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Computer Science
Raymond T. Ng's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
- Bachelors Computer Science University of British Columbia
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Why Is Raymond T. Ng Influential?
(Suggest an Edit or Addition)Raymond T. Ng'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
- LOF: identifying density-based local outliers (2000) (5834)
- Efficient and Effective Clustering Methods for Spatial Data Mining (1994) (2090)
- Algorithms for Mining Distance-Based Outliers in Large Datasets (1998) (1863)
- Distance-based outliers: algorithms and applications (2000) (1223)
- CLARANS: A Method for Clustering Objects for Spatial Data Mining (2002) (1173)
- Exploratory mining and pruning optimizations of constrained associations rules (1998) (839)
- On The Marriage of Lp-norms and Edit Distance (2004) (749)
- Predicting source code changes by mining change history (2004) (572)
- Finding Intensional Knowledge of Distance-Based Outliers (1999) (510)
- Indexing spatio-temporal trajectories with Chebyshev polynomials (2004) (355)
- A Unified Notion of Outliers: Properties and Computation (1997) (352)
- The New Jersey Data Reduction Report (1997) (283)
- Fast Computation of 2-Dimensional Depth Contours (1998) (232)
- Extracting knowledge from evaluative text (2005) (217)
- Exploratory Mining and Pruning Optimizations of Constrained Association Rules (1998) (203)
- Constraint-Based Multidimensional Data Mining (1999) (201)
- Optimization of constrained frequent set queries with 2-variable constraints (1999) (201)
- OPTICS-OF: Identifying Local Outliers (1999) (194)
- Probabilistic Logic Programming (1992) (189)
- Constraint-based clustering in large databases (2001) (181)
- Parametric query optimization (1992) (172)
- Abstractive Summarization of Product Reviews Using Discourse Structure (2014) (170)
- CODRA: A Novel Discriminative Framework for Rhetorical Analysis (2015) (167)
- Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis (2013) (166)
- Integrating copy number polymorphisms into array CGH analysis using a robust HMM (2006) (166)
- Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining (2002) (140)
- Counting twig matches in a tree (2001) (140)
- Eecient and Eeective Clustering Methods for Spatial Data Mining (1994) (138)
- Summarizing email conversations with clue words (2007) (128)
- Finding Aggregate Proximity Relationships and Commonalities in Spatial Data Mining (1996) (125)
- Genome-wide profiling of follicular lymphoma by array comparative genomic hybridization reveals prognostically significant DNA copy number imbalances. (2009) (124)
- Very large data bases (1994) (116)
- Proceedings of the 2008 ACM SIGMOD international conference on Management of data (2008) (112)
- Stable Semantics for Probabilistic Deductive Databases (1994) (100)
- A unified approach for mining outliers (1997) (98)
- Mixed integer programming methods for computing nonmonotonic deductive databases (1994) (94)
- Semantic Compression and Pattern Extraction with Fascicles (1999) (92)
- Explaining Outliers by Subspace Separability (2013) (91)
- Inference of transcriptional regulation relationships from gene expression data (2003) (90)
- Iceberg-cube computation with PC clusters (2001) (89)
- Exploiting succinct constraints using FP-trees (2002) (86)
- Detecting potential labeling errors in microarrays by data perturbation (2006) (85)
- Modeling recurrent DNA copy number alterations in array CGH data (2007) (85)
- A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships (2014) (83)
- Efficient dynamic mining of constrained frequent sets (2003) (82)
- Summarizing Emails with Conversational Cohesion and Subjectivity (2008) (79)
- Discriminative features for identifying and interpreting outliers (2014) (76)
- A Novel Discriminative Framework for Sentence-Level Discourse Analysis (2012) (75)
- Flexible buffer allocation based on marginal gains (1991) (74)
- Preferential expression of antioxidant response element mediated gene expression in astrocytes (2001) (71)
- The 3W Model and Algebra for Unified Data Mining (2000) (70)
- Abstractive Meeting Summarization with Entailment and Fusion (2013) (69)
- A semantical framework for supporting subjective and conditional probabilities in deductive databases (1990) (68)
- Interactive multimedia summaries of evaluative text (2006) (67)
- Substring selectivity estimation (1999) (66)
- Maximizing Buffer and Disk Utilizations for News On-Demand (1994) (65)
- The Generalized MDL Approach for Summarization (2002) (64)
- Generating and Validating Abstracts of Meeting Conversations: a User Study (2010) (63)
- Local Outlier Detection with Interpretation (2013) (60)
- Predictive Load Control for Flexible Buffer Allocation (1991) (60)
- Flexible and Adaptable Buffer Management Techniques for Database Management Systems (1995) (59)
- Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance (2007) (59)
- The segment support map: scalable mining of frequent itemsets (2000) (58)
- Topic Segmentation and Labeling in Asynchronous Conversations (2013) (58)
- An Extendible Hash for Multi-Precision Similarity Querying of Image Databases (2001) (57)
- SQUIRE: sequential pattern mining with quantities (2004) (57)
- Evaluating multidimensional indexing structures for images transformed by principal component analysis (1996) (55)
- ItCompress: an iterative semantic compression algorithm (2004) (53)
- Robust space transformations for distance-based operations (2001) (51)
- Implementing Stable Semantics by Linear Programming (1993) (48)
- Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries (2014) (47)
- Searching for dependencies at multiple abstraction levels (2002) (46)
- Similarity Join Size Estimation using Locality Sensitive Hashing (2011) (46)
- Dialogue Act Recognition in Synchronous and Asynchronous Conversations (2013) (44)
- MDQC: a new quality assessment method for microarrays based on quality control reports (2007) (42)
- To do or not to do: the dilemma of disclosing anonymized data (2005) (41)
- Exploratory mining via constrained frequent set queries (1999) (39)
- Implementing deductive databases by linear programming (1992) (39)
- SIGMA2: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes (2008) (38)
- Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis (2017) (38)
- Modeling content and structure for abstractive review summarization (2016) (37)
- Expressive power of an algebra for data mining (2006) (37)
- Preservation Of Patterns and Input-Output Privacy (2007) (37)
- Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure (2014) (36)
- Power-Law Based Estimation of Set Similarity Join Size (2009) (36)
- MDL Summarization with Holes (2005) (34)
- Multi-Dimensional Substring Selectivity Estimation (1999) (32)
- MD-SeeGH: a platform for integrative analysis of multi-dimensional genomic data (2008) (32)
- Hierarchical cluster analysis of SAGE data for cancer profiling (2001) (32)
- Stable Model Semantics for Probabilistic Deductive Databases (1990) (32)
- Finding Boundary Shape Matching Relationships in Spatial Data (1997) (31)
- Model-based clustering of array CGH data (2009) (31)
- Interpretation and Transformation for Abstracting Conversations (2010) (31)
- Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails (2010) (30)
- Computing Circumscriptive Databases: I. Theory and Algorithms (1995) (28)
- Schemes for Implementing Buffer Sharing in Continuous-Media Systems (1995) (28)
- One-dimensional and multi-dimensional substring selectivity estimation (2000) (28)
- Cooperative Query Answering Using Multiple Layered Databases (1994) (27)
- Extraction of Spatial Proximity Patterns by Concept Generalization (1996) (26)
- Implementing deductive databases by mixed integer programming (1996) (25)
- Outliers and data mining: finding exceptions in data (2002) (25)
- Using the Omega Index for Evaluating Abstractive Community Detection (2012) (24)
- Evolution and Revolutions in LDAP Directory Caches (2000) (24)
- Detecting outliers from large datasets (2001) (23)
- Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices (2006) (23)
- Towards Topic Labeling with Phrase Entailment and Aggregation (2013) (22)
- OSSM: a segmentation approach to optimize frequency counting (2002) (22)
- Complex Group-By Queries for XML (2007) (22)
- Discovering roll-up dependencies (1999) (21)
- Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary (2021) (21)
- A Model-Based Ensembling Approach for Developing QSARs (2009) (21)
- Visual mining of power sets with large alphabets (2005) (21)
- Relating Dempster-Shafer Theory to Stable Semantics (1991) (20)
- Computation and implementation of non-monotonic deductive databases (1991) (20)
- Semantics, Consistency, and Query Processing of Empirical Deductive Databases (1997) (19)
- Discourse Analysis and Its Applications (2019) (17)
- Domain Adaptation to Summarize Human Conversations (2010) (17)
- Approximate substring selectivity estimation (2009) (17)
- Scalable discovery of hidden emails from large folders (2005) (17)
- Data Mining: The Next Generation (2004) (16)
- Outlier Detection with Space Transformation and Spectral Analysis (2013) (16)
- ChemModLab: A Web-Based Cheminformatics Modeling Laboratory (2012) (16)
- Introduction to the special issue on data mining for health informatics (2007) (16)
- Empirical Probabilities in Monadic Deductive Databases (1992) (15)
- Regression-Based Summarization of Email Conversations (2009) (15)
- On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge (2008) (15)
- A methodology for analyzing SAGE libraries for cancer profiling (2005) (14)
- An expressive language and interface for image querying (1997) (14)
- Temporal Dependencies Generalized for Spatial and Other Dimensions (1999) (14)
- Parallel computation of high dimensional robust correlation and covariance matrices (2004) (13)
- A High Precision Pipeline for Financial Knowledge Graph Construction (2020) (13)
- Geo-Spatial Clustering with User-Specified Constraints (2000) (12)
- Dealing with Semantic Heterogeneity by Generalization-Based Data Mining Techniques (2002) (12)
- Identification of novel blood biomarkers of treatment response in cystic fibrosis pulmonary exacerbations by label-free quantitative proteomics (2019) (11)
- Statistical Modeling and Buffer Allocation for Mpeg Streams (1996) (11)
- Discovery and regeneration of hidden emails (2005) (11)
- Supervised Topic Segmentation of Email Conversations (2011) (11)
- Assessment of SVM Reliability for Microarray Data Analysis (2004) (10)
- Aggregate query processing in the presence of duplicates in wireless sensor networks (2015) (10)
- Multilevel Filtering for High-Dimensional Image Data: Why and How (1999) (9)
- Reasoning with Uncertainty in Deductive Databases and Logic Programs (1997) (9)
- Multiresolution subimage similarity matching for large image databases (1997) (9)
- Efficient compilation of large rule bases using logical access paths (1990) (9)
- Data mining and knowledge discovery in molecular databases (1998) (9)
- Optimization-based Content Selection for Opinion Summarization (2009) (9)
- The University of British Columbia at TAC 2008 (2008) (8)
- Training Data Enrichment for Infrequent Discourse Relations (2016) (8)
- Perspectives on Business Intelligence (2013) (8)
- Optimal clip ordering for multi-clip queries (1998) (7)
- Multiscale Similarity Matching for Subimage Queries of Arbitrary Size (1998) (6)
- A Comprehensive Survey on Online Anomaly Detection (2015) (6)
- Optical Mass Storage Systems and their Performance (1988) (6)
- Non-Monotonic Negation in Probabilistic Deductive Databases (1991) (6)
- Inferring RNA sequence preferences for poorly studied RNA-binding proteins based on co-evolution (2018) (6)
- Analysis of multilevel color histograms (1997) (5)
- Guest Editor's Introduction to the Special Section on the IEEE International Conference on Data Engineering (2010) (5)
- The impact of ASR on abstractive vs. extractive meeting summaries (2010) (5)
- Computational modeling of stigmatized behaviour in pro-vaccination and anti-vaccination discussions on social media (2019) (5)
- Outlier detection in personalized medicine (2013) (4)
- Buffer Sharing Schemes for Continuous-Media Systems (1995) (4)
- Probabilistic reasoning in logic programming (1991) (4)
- Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum (2019) (3)
- ProbeRating: a recommender system to infer binding profiles for nucleic acid-binding proteins (2020) (3)
- Building Trust & Protecting Privacy: Analyzing Evidentiary Quality in a Blockchain Proof-of-Concept for Health Research Data Consent Management (2018) (3)
- Stigma Annotation Scheme and Stigmatized Language Detection in Health-Care Discussions on Social Media (2020) (3)
- Semantics and Consistency of Empirical Databases (1993) (3)
- 3D PET image generation with tumour masks using TGAN (2021) (2)
- EXQUISI: an expressive query interface for similar images (1996) (2)
- Towards a Toolkit for Data Analysis and Mining (1999) (2)
- Private data sharing between decentralized users through the privGAN architecture (2020) (2)
- Differences in DNA methylation of white blood cell types at birth and in adulthood reflect postnatal immune maturation and influence accuracy of cell type prediction (2018) (2)
- A Visual Interface for Analyzing Text Conversations (2012) (2)
- Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs (2019) (2)
- Incremental Algorithms for Optimizing Model Computation Based on Partial Instantiation (1997) (2)
- Finding Topics in Emails: Is LDA enough? (2009) (2)
- Predictive modelling of stigmatized behaviour in vaccination discussions on Facebook (2019) (2)
- Dempster-Shafer Logic Programs and Stable Semantics (1993) (1)
- Discourse Processing and Its Applications in Text Mining (2018) (1)
- The Optimized Segment Support Map for the Mining of Frequent Patterns (2001) (1)
- Review - Clustering Categorical Data: An Approach Based on Dynamical Systems (1999) (1)
- Automated Analysis of Public Health Laboratory Test Results. (2020) (1)
- Exploiting Conversation Features for Finding Topics in Emails (2010) (1)
- An analysis of buffer sharing and prefetching techniques for multimedia systems (1996) (1)
- Designing a Discourse Parser for the Evaluative Text Genre (2010) (1)
- Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards (2017) (1)
- Automatic Topic Labeling in Asynchronous Conversations (2012) (1)
- GEA: a toolkit for gene expression analysis (2002) (1)
- Incompleteness in Data Mining (2001) (1)
- Guest Editorial (2004) (0)
- Comments using Tree Structured Conditional Random Fields (2012) (0)
- Incremental Methods for Optimizing Partial Instantiation (1995) (0)
- {20 () on the Complexity of Mining Quantitative Association Rules Editor (1998) (0)
- Use of DNS SRV records for host selection (2009) (0)
- Data Mining and Knowledge Discovery in Molecular Databases - Session Introduction (1999) (0)
- lationships ata Mining (1996) (0)
- Natural Language Processing, Wearables, and Their Combination in Healthcare: Opportunities, Challenges, and Considerations (2020) (0)
- Natural Language Summarization of Evaluative Arguments (0)
- Privacy-Preserving Data Publishing: A Constraint-Based Clustering Approach (2009) (0)
- Generalizing Temporal Dependencies for Non-Temporal Dimensions (2003) (0)
- Constraint-Based Clustering in Large DatabasesAnthony (2000) (0)
- Performing boundary shape matching in spatial data (1996) (0)
- Group GAN (2022) (0)
- Towards Multi-modal Extraction and Summarization of Conversations (2009) (0)
- Dense Forecasting of Wildfire Smoke Particulate Matter Using Sparsity Invariant Convolutional Neural Networks (2020) (0)
- Guest Editorial (2020) (0)
- Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, KDD 2000, Boston, Massachusetts, USA, August 20-23, 2000 (2000) (0)
- Scientific Data Management for ecology and evolution (2020) (0)
- Inferring RNA sequence preferences for poorly studied RNA-binding proteins based on co-evolution (2018) (0)
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