Usama Fayyad
#11,227
Most Influential Person Now
American data scientist
Usama Fayyad's AcademicInfluence.com Rankings
Usama Fayyadcomputer-science Degrees
Computer Science
#687
World Rank
#708
Historical Rank
#371
USA Rank
Big Data
#3
World Rank
#3
Historical Rank
#2
USA Rank
Data Science
#8
World Rank
#8
Historical Rank
#4
USA Rank
Data Mining
#9
World Rank
#9
Historical Rank
#5
USA Rank
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Computer Science
Why Is Usama Fayyad Influential?
(Suggest an Edit or Addition)According to Wikipedia, Usama M. Fayyad is an American-Jordanian data scientist and co-founder of KDD conferences and ACM SIGKDD association for Knowledge Discovery and Data Mining. He is a speaker on Business Analytics, Data Mining, Data Science, and Big Data. He recently left his role as the Chief Data Officer at Barclays Bank.
Usama Fayyad'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
- From Data Mining to Knowledge Discovery in Databases (1996) (5338)
- Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning (1993) (3390)
- From Data Mining to Knowledge Discovery: An Overview (1996) (3111)
- The KDD process for extracting useful knowledge from volumes of data (1996) (2076)
- Advances in Knowledge Discovery and Data Mining (2004) (1958)
- Refining Initial Points for K-Means Clustering (1998) (1336)
- Knowledge Discovery and Data Mining: Towards a Unifying Framework (1996) (963)
- Knowledge Discovery in Databases: An Overview (1997) (962)
- Scaling Clustering Algorithms to Large Databases (1998) (906)
- Hierarchical Clustering Algorithms for Document Datasets (2005) (701)
- Data mining and knowledge discovery in databases (1996) (534)
- The Morgan Kaufmann Series in Data Management Systems (1999) (526)
- On the Handling of Continuous-Valued Attributes in Decision Tree Generation (1992) (504)
- Inferring Ground Truth from Subjective Labelling of Venus Images (1994) (338)
- Mathematical Programming for Data Mining: Formulations and Challenges (1999) (283)
- The Attribute Selection Problem in Decision Tree Generation (1992) (281)
- Information Visualization in Data Mining and Knowledge Discovery (2001) (249)
- Scaling EM (Expectation Maximization) Clustering to Large Databases (1998) (226)
- Data Mining and Knowledge Discovery: Making Sense Out of Data (1996) (216)
- On the handling of continuous-valued attributes in decision tree generation (2004) (211)
- Initialization of Iterative Refinement Clustering Algorithms (1998) (207)
- EVOLVING DATA MINING INTO SOLUTIONS FOR INSIGHTS (2002) (204)
- Automating the Analysis and Cataloging of Sky Surveys (1996) (200)
- Data mining and KDD: Promise and challenges (1997) (175)
- Efficient discovery of error-tolerant frequent itemsets in high dimensions (2001) (172)
- Compressed data cubes for OLAP aggregate query approximation on continuous dimensions (1999) (166)
- Mining scientific data (1996) (165)
- Evolving data into mining solutions for insights (2002) (146)
- On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases (1998) (125)
- Density-based indexing for approximate nearest-neighbor queries (1999) (123)
- Improved Decision Trees: A Generalized Version of ID3 (1988) (117)
- Data mining and knowledge discovery in databases: implications for scientific databases (1997) (112)
- On the induction of decision trees for multiple concept learning (1991) (109)
- Summary from the KDD-03 panel: data mining: the next 10 years (2003) (107)
- KDD for Science Data Analysis: Issues and Examples (1996) (106)
- Automated Star/Galaxy Classification for Digitized Poss-II (1995) (102)
- Learning to Recognize Volcanoes on Venus (1998) (91)
- Retrofitting Decision Tree Classifiers Using Kernel Density Estimation (1995) (90)
- Applying machine learning to semiconductor manufacturing (1993) (87)
- What Should Be Minimized in a Decision Tree? (1990) (87)
- Automating the hunt for volcanoes on Venus (1994) (86)
- Integrating data mining with SQL databases: OLE DB for data mining (2001) (85)
- Comments on " Unbiased Converted Measurements for Tracking " (81)
- SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys (1993) (78)
- Mining Databases: Towards Algorithms for Knowledge Discovery (1998) (72)
- Knowledge Discovery and Data Mining: An Overview (1995) (66)
- Scalable classification over SQL databases (1999) (54)
- Learning Useful Rules from Inconclusive Data (1991) (52)
- Clustering very large databases using EM mixture models (2000) (48)
- Initial Galaxy Counts from Digitized Poss-II (1995) (46)
- Branching on Attribute Values in Decision Tree Generation (1994) (45)
- Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth (1994) (44)
- Integration of Data Mining and Relational Databases (2000) (44)
- The discovery of five quasars at z>4 using the Second Palomar Sky Survey (1995) (43)
- From Digitized Images to Online Catalogs: Data Mining a Sky Survey (1996) (42)
- Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (1996) (39)
- Image database exploration: progress and challenges (1993) (36)
- Integration of Data Mining with Database Technology (2000) (36)
- THE SKICAT SYSTEM FOR PROCESSING AND ANALYZING DIGITAL IMAGING SKY SURVEYS (1995) (34)
- Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). (1996) (31)
- Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences (2005) (25)
- Automated cataloging and analysis of sky survey image databases: the SKICAT system (1993) (25)
- Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science (1996) (23)
- Induction of Decision Trees from Inconclusive Data (1989) (22)
- The digital physics of data mining (2001) (21)
- Cataloging and Mining Massive Datasets for Science Data Analysis (1999) (17)
- Automated analysis of a large-scale sky survey: the SKICAT system (1993) (17)
- Application of machine learning techniques to semiconductor manufacturing (1990) (16)
- Automated analysis and exploration of image databases: Results, progress, and challenges (2004) (16)
- Modeling Subjective Uncertainty in Image Annotation (1996) (16)
- Clustering Analysis Algorithms and Their Applications to Digital POSS-II Catalogs (1995) (14)
- Automated analysis of radar imagery of Venus: handling lack of ground truth (1994) (13)
- Toward Foundations for Data Science and Analytics: A Knowledge Framework for Professional Standards (2020) (12)
- From Massive Data Sets to Science Catalogs: Applications and Challenges (1995) (12)
- Sensor selection in complex system monitoring using information quantification and causal reasoning (1993) (11)
- Proceedings of the First International Conference on Knowledge Discovery and Data Mining (1995) (11)
- Technical Note On the Handling in Decision Tree of Continuous-Valued Attributes Generation (1992) (11)
- Taming the Giants and the Monsters: Mining Large Databases for Nuggets of Knowledge (1998) (9)
- Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18, 1999 (1999) (9)
- KDD-96 : proceedings (1996) (8)
- Analysis of Digital POSS-II Catalogs Using Hierarchical Unsupervised Learning Algorithms (1996) (8)
- EVOLVING DATA MINING SOLUTIONS FOR INSIGHTS (2002) (7)
- Data Mining and its Role in Database Systems (2000) (7)
- An introduction to SIGKDD and a reflection on the term 'data mining' (2012) (7)
- Cataloging the Northern Sky Using a new Generation of Software Technology (1994) (6)
- From a "Cold" to a "Warm" Start in Recommender Systems (2014) (6)
- From mining the web to inventing the new sciences underlying the internet (2007) (6)
- The Fifth International Conference on Machine Learning (Report) (1989) (6)
- The technology review ten (2001) (6)
- KDD-99: the fifth ACM SIGKDD international conference on knowledge discovery and data mining (2000) (5)
- Technical Note On the Handling of Continuous-Va lued Attributes in Decision Tree Generation (1992) (5)
- Scaling Clustering Algorithms to Large Databases ( Extended Abstract ) (1999) (4)
- Selective simulation and selective sensor interpretation in monitoring (1989) (4)
- Knowledge discovery in databases : papers from the 1994 AAAI Workshop, August 2, Seattle, Washington (1994) (4)
- Cataloging of the Northern Sky from the POSS-II using a Next-Generation Software Technology (1994) (3)
- Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995 (1995) (3)
- iSoNTRE: The Social Network Transformer into Recommendation Engine (2014) (3)
- Trainable Cataloging for Digital Image Libraries with Applications to Volcano Detection (1995) (3)
- Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess? (2017) (3)
- A Trainable Tool for Finding Small volcanoes in SAR Imagery of Venus (1994) (3)
- Using machine learning techniques to automate sky survey catalog generation (1993) (3)
- Image retrieval by content: a machine learning approach (1995) (2)
- Automating sky object classification in astronomical survey images (1992) (2)
- SkICAT: A cataloging and analysis tool for wide field imaging surveys (1992) (2)
- How Can We Train Data Scientists When We Can’t Agree on Who They Are? (2021) (2)
- Attention focussing and anomaly detection in real-time systems monitoring (1993) (2)
- Data Mining Grand Challenges (2004) (2)
- A pattern recognition system for locating small volvanoes in Magellan SAR images of Venus (1993) (1)
- The Attention Economy and the Impact of Artificial Intelligence (2021) (1)
- E-business enterprise data mining (2001) (1)
- KDD process standards (panel session) (title only) (2000) (1)
- Learning control information in rule-based systems: a weak method (1988) (1)
- Foreword to the Applied Data Science: Invited Talks Track at KDD-2017 (2017) (1)
- Towards the Analysis of the Digital Poss-II - Catalog Construction and Classification Results (1993) (1)
- The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach (1994) (1)
- SKICAT: Sky Image Cataloging and Analysis Tool (1995) (1)
- The Secrets of Data Science Deployments (2022) (1)
- A machine learning approach to diagnosis and control with applications in semiconductor manufacturing (1992) (1)
- Data mining (2003) (1)
- I ' om Data Mining to Knowledge Discovery : Overview (2012) (0)
- Applying machine learning classification techniques to automate sky object cataloguing (2008) (0)
- Advances in Knowledge Discovery and Data Mining (2006) (0)
- Towards Intelligent Trainable Tools for the Automated Analysis , Cataloging , and Searching of Digital Image Libraries : A Machine Learning Approach (2007) (0)
- Galaxy Number Counts in Two Colors From Digitized POSS-II: Evidence for Galaxy Evolution at Low Redshifts? (1993) (0)
- DSAA/BESC keynote speeches (2015) (0)
- OPTICS on Sequential Data: Experiments and Test Results (2018) (0)
- 3rd IADSS Workshop on Data Science Standards - Hiring, Assessing and Upskilling Data Science Talent (2022) (0)
- Studying the Sky/Planets Can Drown You in Images: Machine Learning Solutions at JPL/Caltech (1995) (0)
- A new generation of intelligent trainable tools for analyzing large scientific image databases (1994) (0)
- iSoNTRE: Intelligent Transformer of Social Networks into a Recommendation Engine Environment (2014) (0)
- From Unicorn Data Scientist to Key Roles in Data Science: Standardizing Roles (2022) (0)
- Knowledge Discovery in Databases 2-Hour Session (1994) (0)
- Extraction de donnees servant a la gestion de ressources de commercialisation (2000) (0)
- Initial Measurements of the Galaxy Angular Two-Point Correlation Function from the Digitized Palomar Observatory Sky Survey (1993) (0)
- KDD-95 : proceedings (1995) (0)
- Cataloging and Exploration of the Digitized POSS-II (1994) (0)
- Usama M. Fayyad, Microsoft Research Current Computing and Storage Technology Is Rapidly Outstripping Society's Ability to Make (0)
- Mining scientific data : Data mining and knowledge discovery in databases (1996) (0)
- Data warehousing (2003) (0)
- Scalable Probabilistic Clustering (2001) (0)
- A Machine Learning Approach to the Analysis of Large Image Databases (1995) (0)
- Applications of Artificial Intelligence 1993: Knowledge-Based Systems in Aerospace and Industry : 13-15 April 1993 Orlando, Florida (1993) (0)
- Analysis on Parallelization of Apriori Algorithm in Data Mining (2020) (0)
- DSAA/BESC Keynote Speeches: BigData, AllData, Old Data: Predictive analytics in a changing data landscape (2014) (0)
- A Data Scientist's Guide to Start-Ups (2014) (0)
- Digitized POSS-II: Initial Scientific Tests using Galaxy Number Counts (1992) (0)
- Volcano Detection Without Ground Truth (1994) (0)
- A scalable system for grouping of large data benches (1999) (0)
- Applications of artificial intelligence 1993: Knowledge-based systems in aerospace and industry; Proceedings of the Meeting, Orlando, FL, Apr. 13-15, 1993 (1993) (0)
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