Laks V. S. Lakshmanan

Laks V. S. Lakshmanan's AcademicInfluence.com Rankings

Computer Science

#6258

World Rank

#6599

Historical Rank

Information Technology

#41

World Rank

#42

Historical Rank

Data Mining

#141

World Rank

#141

Historical Rank

Database

#3358

World Rank

#3499

Historical Rank

computer-science Degrees

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Computer Science

Laks V. S. Lakshmanan's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University

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Laks V. S. Lakshmanan'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

Learning influence probabilities in social networks (2010) (1105)
Exploratory mining and pruning optimizations of constrained associations rules (1998) (839)
CELF++: optimizing the greedy algorithm for influence maximization in social networks (2011) (739)
SIMPATH: An Efficient Algorithm for Influence Maximization under the Linear Threshold Model (2011) (466)
TIMBER: A native XML database (2002) (459)
A Data-Based Approach to Social Influence Maximization (2011) (457)
ProbView: a flexible probabilistic database system (1997) (404)
Mining frequent itemsets with convertible constraints (2001) (388)
Information and Influence Propagation in Social Networks (2013) (383)
A Foundation for Multi-dimensional Databases (1997) (346)
TAX: A Tree Algebra for XML (2001) (288)
A declarative language for querying and restructuring the Web (1996) (286)
Minimization of tree pattern queries (2001) (265)
FleXPath: flexible structure and full-text querying for XML (2004) (241)
SchemaSQL - A Language for Interoperability in Relational Multi-Database Systems (1996) (212)
Quotient Cube: How to Summarize the Semantics of a Data Cube (2002) (210)
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)
Discovering Conditional Functional Dependencies (2009) (201)
It takes variety to make a world: diversification in recommender systems (2009) (200)
Discovering leaders from community actions (2008) (197)
Efficient mining of constrained correlated sets (2000) (192)
On approximating optimum repairs for functional dependency violations (2009) (189)
Constraint-based clustering in large databases (2001) (181)
From Competition to Complementarity: Comparative Influence Diffusion and Maximization (2015) (175)
Anonymizing moving objects: how to hide a MOB in a crowd? (2009) (169)
Attribute-Driven Community Search (2016) (161)
Maximizing product adoption in social networks (2012) (155)
From Tree Patterns to Generalized Tree Patterns: On Efficient Evaluation of XQuery (2003) (153)
Approximate Closest Community Search in Networks (2015) (151)
QC-trees: an efficient summary structure for semantic OLAP (2003) (148)
On minimizing budget and time in influence propagation over social networks (2012) (146)
Pushing Convertible Constraints in Frequent Itemset Mining (2004) (143)
Efficient secure query evaluation over encrypted XML databases (2006) (143)
Probabilistic Deductive Databases (1994) (133)
Online Mining of Changes from Data Streams: Research Problems and Preliminary Results (2003) (130)
A Parametric Approach to Deductive Databases with Uncertainty (1996) (128)
Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases (2013) (128)
Tree pattern query minimization (2002) (127)
Breaking out of the box of recommendations: from items to packages (2010) (127)
Efficient network aware search in collaborative tagging sites (2008) (127)
Data Cleaning and Query Answering with Matching Dependencies and Matching Functions (2010) (124)
Proceedings of the 2008 ACM SIGMOD international conference on Management of data (2008) (112)
On the Logical Foundations of Schema Integration and Evolution in Heterogeneous Database Systems (1993) (108)
What can Hierarchies do for Data Warehouses? (1999) (108)
SchemaSQL: An extension to SQL for multidatabase interoperability (2001) (105)
Tree logical classes for efficient evaluation of XQuery (2004) (105)
Profit Maximization over Social Networks (2012) (99)
Revisiting the Stop-and-Stare Algorithms for Influence Maximization (2017) (99)
Optimizing the Secure Evaluation of Twig Queries (2002) (96)
SocialScope: Enabling Information Discovery on Social Content Sites (2009) (92)
Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms (2016) (88)
XQuery 1.0 and XPath 2.0 Full-Text (2009) (87)
Exploiting succinct constraints using FP-trees (2002) (86)
HeteroMF: recommendation in heterogeneous information networks using context dependent factor models (2013) (85)
HePToX: Marrying XML and Heterogeneity in Your P2P Databases (2005) (83)
Colorful XML: one hierarchy isn't enough (2004) (83)
On Testing Satisfiability of Tree Pattern Queries (2004) (82)
Efficient dynamic mining of constrained frequent sets (2003) (82)
On social event organization (2014) (82)
Tables as a paradigm for querying and restructuring (extended abstract) (1996) (81)
Efficient OLAP query processing in distributed data warehouses (2002) (81)
The bang for the buck: fair competitive viral marketing from the host perspective (2013) (80)
Compressed Accessibility Map: Efficient Access Control for XML (2002) (78)
Incremental cluster evolution tracking from highly dynamic network data (2014) (77)
Recommendation Diversification Using Explanations (2009) (72)
On Top-k Structural Similarity Search (2012) (71)
The 3W Model and Algebra for Unified Data Mining (2000) (70)
Modeling Uncertainty in Deductive Databases (1994) (70)
On a theory of probabilistic deductive databases (2001) (68)
Getting recommender systems to think outside the box (2009) (68)
Querying network directories (1999) (67)
Efficient Algorithms for Densest Subgraph Discovery (2019) (66)
Trajectory anonymity in publishing personal mobility data (2011) (66)
Interoperability on XML Data (2003) (66)
Answering tree pattern queries using views (2006) (64)
Interestingness and Pruning of Mined Patterns (1999) (64)
The Generalized MDL Approach for Summarization (2002) (64)
On Efficiently Implementing SchemaSQL on an SQL Database System (1999) (61)
Influence Maximization with Bandits (2015) (60)
Fast Matrix Computations for Pairwise and Columnwise Commute Times and Katz Scores (2011) (58)
The segment support map: scalable mining of frequent itemsets (2000) (58)
TIMBER: a native system for querying XML (2003) (57)
X^ 3: A Cube Operator for XML OLAP (2007) (57)
Mining unexpected rules by pushing user dynamics (2003) (56)
Community Search over Big Graphs: Models, Algorithms, and Opportunities (2017) (56)
Viral Marketing Meets Social Advertising: Ad Allocation with Minimum Regret (2014) (55)
Automatic Detection of Machine Generated Text: A Critical Survey (2020) (53)
Schema mapping and query translation in heterogeneous P2P XML databases (2010) (53)
Logic and Algebraic Languages for Interoperability in Multidatabase Systems (1997) (51)
nD-SQL: A Multi-Dimensional Language for Interoperability and OLAP (1998) (50)
On Efficient Matching of Streaming XML Documents and Queries (2002) (48)
CompRec-Trip: A composite recommendation system for travel planning (2011) (48)
From Group Recommendations to Group Formation (2015) (47)
Grouping in XML (2002) (45)
FastQRE: Fast Query Reverse Engineering (2018) (45)
Auto-play: A Data Mining Approach to ODI Cricket Simulation and Prediction (2014) (45)
Influence Maximization in Online Social Networks (2018) (43)
To do or not to do: the dilemma of disclosing anonymized data (2005) (41)
Revenue Maximization in Incentivized Social Advertising (2016) (40)
Snakes and sandwiches: optimal clustering strategies for a data warehouse (1999) (40)
An Epistemic Foundation for Logic Programming with Uncertainty (1994) (39)
Exploratory mining via constrained frequent set queries (1999) (39)
Expressive power of an algebra for data mining (2006) (37)
LINC: A Motif Counting Algorithm for Uncertain Graphs (2019) (37)
Preservation Of Patterns and Input-Output Privacy (2007) (37)
Model-Independent Online Learning for Influence Maximization (2017) (36)
On domination game analysis for microeconomic data mining (2009) (36)
Privacy-Preserving Data Mining from Outsourced Databases (2011) (36)
MDL Summarization with Holes (2005) (34)
A compressed accessibility map for XML (2004) (34)
On semantic query optimization in deductive databases (1992) (34)
Community Search over Big Graphs (2019) (34)
Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs (2020) (32)
What-if OLAP Queries with Changing Dimensions (2008) (31)
Exploring Rated Datasets with Rating Maps (2017) (30)
Mining Frequent Item Sets with Convertible Constraints (2001) (29)
Recommending user generated item lists (2014) (28)
Show Me the Money: Dynamic Recommendations for Revenue Maximization (2014) (28)
Approximation Analysis of Influence Spread in Social Networks (2010) (27)
Modeling impression discounting in large-scale recommender systems (2014) (27)
Efficient top-k query answering using cached views (2013) (26)
Deductive Databases with Incomplete Information (1992) (26)
Optimal recommendations under attraction, aversion, and social influence (2014) (25)
RecMax: exploiting recommender systems for fun and profit (2012) (25)
Declarative Entity Resolution via Matching Dependencies and Answer Set Programs (2012) (23)
Efficient Approximation Algorithms for Adaptive Seed Minimization (2019) (23)
TopRecs: Top-k algorithms for item-based collaborative filtering (2011) (22)
Complex Group-By Queries for XML (2007) (22)
GuruMine: A Pattern Mining System for Discovering Leaders and Tribes (2009) (21)
Uncertain Deductive Databases: A Hybrid Approach (1997) (21)
Generating Top-k Packages via Preference Elicitation (2014) (21)
Information Integration and the Semantic Web (2003) (19)
Query-Driven Maximum Quasi-Clique Search (2016) (19)
Adaptive Influence Maximization in Social Networks: Why Commit when You can Adapt? (2016) (18)
On dual mining: from patterns to circumstances, and back (2001) (18)
Scalable frequent-pattern mining methods: an overview (2001) (17)
On Efficient Recommendations for Online Exchange Markets (2009) (17)
KeySee: supporting keyword search on evolving events in social streams (2013) (17)
Structural query optimization—a uniform framework for semantic query optimization in deductive databases (1991) (16)
XML Interoperability (2003) (16)
Efficacious Data Cube Exploration by Semantic Summarization and Compression (2003) (16)
Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks (2010) (16)
Languages for multi-database interoperability (1997) (16)
On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge (2008) (15)
ORLOG : A Logic For Semantic Object-Oriented Models (1992) (15)
Composite recommendations: from items to packages (2012) (14)
CAST: A Context-Aware Story-Teller for Streaming Social Content (2014) (14)
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing (2021) (14)
A Declarative Semantics for Behavioral Inheritance and Conflict Resolution (1995) (14)
Diffusion Independent Semi-Bandit Influence Maximization (2017) (14)
HepToX: Heterogeneous Peer to Peer XML Databases (2005) (14)
A High Precision Pipeline for Financial Knowledge Graph Construction (2020) (13)
Cohort Representation and Exploration (2018) (13)
On Query Spreadsheets (1998) (13)
Horde of Bandits using Gaussian Markov Random Fields (2017) (13)
Event Evolution Tracking from Streaming Social Posts (2013) (13)
Personalizing XML Search in PIMENTO (2007) (13)
Geo-Spatial Clustering with User-Specified Constraints (2000) (12)
On querying spreadsheets (1998) (12)
Combating Fake News: A Data Management and Mining Perspective (2019) (11)
Combating the Cold Start User Problem in Model Based Collaborative Filtering (2017) (11)
Extracting relational data from HTML repositories (2004) (11)
Pushing semantics inside recursion: A general framework for semantic optimization of recursive queries (1995) (11)
On Directed Densest Subgraph Discovery (2021) (11)
Efficient Parallel Algorithms for Finding Chordless Cycles in Graphs (1993) (11)
Advances in Conceptual Modeling (2012) (11)
Efficient rank join with aggregation constraints (2011) (10)
On the Difference between Navigating Semi-structured Data and Querying It (1999) (10)
Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model (2018) (10)
Nepal: a path query language for communication networks (2016) (10)
Hierarchical or relational? A case for a modern hierarchical data model (1999) (10)
Split Regularized Regression (2017) (9)
Revisiting the Hierarchical Data Model (1999) (9)
Battling Predictability and Overconcentration in Recommender Systems (2009) (9)
On implementing SchemaLog—a database programming language (1996) (9)
Modeling non-progressive phenomena for influence propagation (2014) (9)
Efficient extraction of ontologies from domain specific text corpora (2012) (8)
Declarative Frameworks for Inheritance (1998) (8)
We challenge you to certify your updates (2011) (8)
Efficient Directed Densest Subgraph Discovery (2021) (8)
Summarizing Hierarchical Multidimensional Data (2020) (8)
On Bounding-Schemas for LDAP Directories (2000) (7)
LINC (2019) (7)
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery (2022) (7)
FirmCore Decomposition of Multilayer Networks (2022) (7)
TopRecs+: Pushing the Envelope on Recommender Systems (2011) (7)
Thwarting Passive Privacy Attacks in Collaborative Filtering (2014) (7)
IPS: An Interactive Package Configuration System for Trip Planning (2013) (6)
Exploratory Search in Databases and the Web (2014) (6)
Making Designer Schemas with Colors (2006) (5)
Stealthy Targeted Data Poisoning Attack on Knowledge Graphs (2021) (5)
Attribute Truss Community Search (2016) (5)
Fair Recommendations for Online Barter Exchange Networks (2013) (5)
Evaluation of Regular Nonlinear Recursions by Deductive Database Techniques (1995) (5)
Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China (2009) (5)
To Intervene or Not To Intervene: Cost based Intervention for Combating Fake News (2021) (5)
Refutations on "Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study" (2017) (5)
Intuitionistic Interpretation of Deductive Databases with Incomplete Information (1992) (5)
Exploiting Conflict Structures in Inconsistent Databases (2010) (4)
New Perspectives in ELT =================================================================== The Importance of Group Discussion and the Role of Participants (2016) (4)
Personalizing XML Text Search in PimenT (2005) (4)
An Object-Oriented Front-end for Deductive Databases (1995) (4)
Maximizing Social Welfare in a Competitive Diffusion Model (2020) (4)
Selected papers from the Logic in Databases Workshop 2008 (2010) (4)
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising (2021) (4)
Ensembles of Regularized Linear Models (2017) (4)
Automatic Detection of Entity-Manipulated Text using Factual Knowledge (2022) (4)
A foundation for integrating heterogeneous data sources (1997) (4)
Report on the First International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2014) (2016) (4)
Data Cleaning and Query Answering with Matching Dependencies and Matching Functions (2012) (4)
SOCQET: semantic OLAP with compressed cube and summarization (2003) (4)
LockX: a system for efficiently querying secure XML (2003) (4)
XML Tree Pattern, XML Twig Query (2009) (3)
Report on the Third International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2016) (2016) (3)
Erratum: Pushing convertible constraints in frequent itemset mining (Data Mining and Knowledge Discovery: An International Journal (May 2004) 8:3 (227-252)) (2006) (3)
A fractional memory-efficient approach for online continuous-time influence maximization (2021) (3)
Probabilistic privacy analysis of published views (2006) (3)
Offline matching approximation algorithms in exchange markets (2008) (3)
Finding Heavy Paths in Graphs: A Rank Join Approach (2011) (3)
FirmTruss Community Search in Multilayer Networks (2022) (3)
A Deductive Approach to Hypothetical Query Answering (1993) (3)
Optimizing Tree Pattern Queries over Secure XML Databases (2007) (3)
TSA: A Truthful Mechanism for Social Advertising (2020) (3)
A Declarative System for Multi-database Interoperability (1995) (2)
Information and Influence Propagation in Social Networks Chapter 6 : Data and Software (2013) (2)
Interactive Mining of Correlations - A Constraint Perspective (1999) (2)
Towards a Toolkit for Data Analysis and Mining (1999) (2)
Report on the Second International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2015) (2016) (2)
A Relational Data Model for Manipulating Probabilistic Knowledge (1993) (2)
On a Quest for Combating Filter Bubbles and Misinformation (2022) (2)
Homomorphic tree embeddings and their applications to recursive program optimization (1993) (2)
View-Based Tree-Language Rewritings for XML (2014) (2)
Adding structure to top-k: from items to expansions (2011) (2)
ONTECTAS: Bridging the Gap between Collaborative Tagging Systems and Structured Data (2011) (2)
Formal Methods in Databases and Software Engineering (1993) (2)
Selected papers from the international workshop on Uncertainty in databases and deductive systems (1997) (2)
Validating Network Value of Influencers by Means of Explanations (2013) (2)
Logic in databases: report on the LID 2008 workshop (2010) (2)
EPIC: Welfare Maximization under Economically Postulated Independent Cascade Model (2018) (2)
Superfiniteness of Query Answers in Deductive Databases: An Automata-Theoretic Approach (1992) (2)
Under Consideration for Publication in Theory and Practice of Logic Programming on a Theory of Probabilistic Deductive Databases (2001) (1)
Under Consideration for Publication in Theory and Practice of Logic Programming on a Theory of Probabilistic Deductive Databases (2001) (1)
Combating the Cold-start User Problem in Collaborative Filtering Recommender Systems (2017) (1)
Distance Metric Learning from Cannot-be-Linked Example Pairs, with Application to Name Disambiguation (2008) (1)
On the Information Content of an XML Database (2004) (1)
Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties (2022) (1)
Influence Analytics in Graphs (2019) (1)
Evolution of Intelligent Database Systems: A Personal Perspective (1993) (1)
Some Properties of Sub Semigroups of an M-Semigroup (2016) (1)
Proceedings of the 2012 international conference on Advances in Conceptual Modeling (2012) (1)
Formal Methods in Databases and Software Engineering, Proceedings of the Workshop on Formal Methods in Databases and Software Engineering, Montreal, Canada, 15-16 May 1992 (1993) (1)
Guest Editorial (2004) (0)
Logic in databases (2009) (0)
Cohort analytics: efficiency and applicability (2020) (0)
Properties of Dominator of an M-Semigroup (2018) (0)
Constraint-Based Clustering in Large DatabasesAnthony (2000) (0)
Revisiting the Hierarchical Data Model (Special Issue on New Generation Database Technologies) (1999) (0)
XSL Formatting Objects (2009) (0)
Composite recommendations: from items to packages (2012) (0)
Session details: Research 11: Data Mining (2018) (0)
Social Network Analytics: Beyond the Obvious (2015) (0)
Diversity and Sparsity via Split Regularized Regression (2017) (0)
Preface (1997) (0)
TSA (2020) (0)
Canonical Kripke Models and The Intuitonistic Semantics of Logic Programs (Extended Abstract) (1993) (0)
Proceedings of the Workshop on Formal Methods in Databases and Software Engineering (1992) (0)
Proceedings of the 5th International Workshop on Exploratory Search in Databases and the Web (2016) (0)
Mid-Career Researcher, huh? (2023) (0)
Evaluation of Regular Nonlinear Recursive Programs (1993) (0)
A Benchmark Study of Contrastive Learning for Arabic Social Meaning (2022) (0)
Technical Report: Privacy-preserving Outsourcing of Association Rule Mining (2009) (0)
Finding locally densest subgraphs (2022) (0)
Voting-based Opinion Maximization (2022) (0)
Privacy-Preserving Data Publishing: A Constraint-Based Clustering Approach (2009) (0)
On Efficient Approximate Queries over Machine Learning Models (2022) (0)
Community Detection (2018) (0)
On minimizing budget and time in influence propagation over social networks (2012) (0)
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints (2022) (0)
Edinburgh Research Explorer Discovering Conditional Functional Dependencies (2009) (0)
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning (2022) (0)
A fractional memory-efficient approach for online continuous-time influence maximization (2021) (0)
US 8 , 396 , 856 B 2 Page 3 (2017) (0)
On Querying Temporal Deductive Databases (1992) (0)
Session details: Research session 2: social networks 1 (2014) (0)
Explorer Discovering Conditional Functional Dependencies (2009) (0)
Personalizing XML Full Text Search in PIMENTO (2008) (0)
Breaking out of the box of recommendations (2010) (0)
MAYUR: Map conflAtion using earlY prUning and Rank join (2021) (0)
MAYUR (2021) (0)
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation (2022) (0)
Proceedings of the 13th International Conference on Management of Data, December 14-16, 2006, Delhi, India (2006) (0)
An Erratum on #x201C;Pushing Convertible Constraints in Frequent Itemset Mining#x201D; (2005) (0)
Viral marketing 2.0 (2016) (0)
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers (2022) (0)

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Laks V. S. Lakshmanan's Academic­Influence.com Rankings

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Laks V. S. Lakshmanan's Published Works

Published Works

What Schools Are Affiliated With Laks V. S. Lakshmanan?

Laks V. S. Lakshmanan's AcademicInfluence.com Rankings