Data Science & Analytics (1996-present)

Data analytics, data mining, data science, business intelligence.

This collections includes 951 articles published between 1995 and 2025.

(stats / articles)




2025 (5)

2025
2025
Generative AI for Data Science
IEEE Software 2025 (4); by Christof Ebert, Priyanka Nawalramka
2025
2025
2025

2024 (29)

2024
Modular Data Analytics
IEEE Software 2024 (5)
2024
Using Data Science to Predict How Rituals Will Evolve
Communications of the ACM 2024 (4); by Orit Hazzan, Avital Binah-Pollak
2024
2024
Gaining Benefit from Artificial Intelligence and Data Science: A Three-Part Framework
Communications of the ACM 2024 (2); by Alfred Z. Spector
2024
2024
SE Radio 641: Catherine Nelson on Machine Learning in Data Science
SE Radio Podcasts (FREE) 2024

Catherine Nelson, author of the new OReilly book, Software Engineering for Data Scientists, discusses the collaboration…

2024
2024
2024
2024
2024
Problems with Problems in Data Mining
PhD Theses 2024 (1); by Renjie Wu
2024
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2024
Big Data Analytics im Supply Chain Risk Management
PhD Theses 2024 (1); by Ahmad Pajam Hassan
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2024
Large scale data analytics for resilience of energy networks
PhD Theses 2024 (1); by Amir Hossein Afsharinejad
2024
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2024
2024

2023 (38)

2023
Data Analytics Anywhere and Everywhere
Communications of the ACM 2023 (12)
2023
Data Science - A Systematic Treatment
Communications of the ACM 2023 (7); by M. Tamer Özsu
2023
Learning and Evidence Analytics Framework Bridges Research and Practice for Educational Data Science
Communications of the ACM 2023 (7); by Hiroaki Ogata, Brendan Flanagan
2023
2023
2023
2023
The Secondary Use of Electronic Health Records for Data Mining: Data Characteristics and Challenges
ACM Computing Surveys 2023 (2); by Sattar Seifollahi, Xiuzhen Zhang, Vural Aksakalli, Irene Lena Hudson, Karin Verspoor
2023
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Modern data analytics in the cloud era
PhD Theses 2023 (1); by Steffen Kläbe
2023
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2023
A Big Data Analytics Adoption Decision-Making Framework for Malaysian Plastics Manufacturers
PhD Theses 2023 (1); by Phi Giang Pham, Angelica Kum Yee Lim
2023
2023
Urban data analytics and applications in the big data era
PhD Theses 2023 (1); by Dimitrios Tomaras
2023
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2023
Surgical data science for computer-aided surgery in fetoscopy
PhD Theses 2023 (1); by Alessandro Casella
2023
Measuring How Data Science Notebooks Evolve Over Time
ACM interactions 2023 (1); by Deepthi Raghunandan, Niklas Elmqvist, Leilani Battle

2022 (69)

2022
Up with data science, and the first programmer
Communications of the ACM 2022 (11); by Orit Hazzan, Koby Mike, Herbert E. Bruderer
2022
AI and data science centers in top Indian academic institutions
Communications of the ACM 2022 (11); by Balaraman Ravindran, Sunita Sarawagi, Aditi Jain
2022
A Survey on Spatio-temporal Data Analytics Systems
ACM Computing Surveys 2022 (10); by Luís Torgo
2022
Computational thinking in the era of data science
Communications of the ACM 2022 (8); by Koby Mike, Rinat B. Rosenberg-Kima, Orit Hazzan
2022
2022
Data Analytics for Air Travel Data: A Survey and New Perspectives
ACM Computing Surveys 2022 (8); by Haiman Tian, Maria E. Presa Reyes, Yudong Tao, Tianyi Wang, Samira Pouyanfar, Miguel Alonso, Mei-Ling Shyu, Shu-Ching Chen
2022
Edge Learning: The Enabling Technology for Distributed Big Data Analytics in the Edge
ACM Computing Surveys 2022 (7); by Jie Zhang, Zhihao Qu, Chenxi Chen, Haozhao Wang, Yufeng Zhan, Baoliu Ye, Song Guo
2022
2022
2022
The Secrets of Data Science Deployments
IEEE Intelligent Systems 2022 (4); by Usama M. Fayyad
2022
65 competencies: which ones should your data analytics experts have?
Communications of the ACM 2022 (3); by Orli Weiser, Yoram M. Kalman, Carmel Kent, Gilad Ravid
2022
Automating data science
Communications of the ACM 2022 (3); by Tijl De Bie, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams
2022
Hybrid Digital Twins: A Primer on Combining Physics-Based and Data Analytics Approaches
IEEE Software 2022 (2); by Xiao Li, Lucas Boucinha, Sameer S. Kher, Prith Banerjee, Jose-Luis Gonzalez
2022
Data science meets law
Communications of the ACM 2022 (2); by Shlomi Hod, Karni Chagal-Feferkorn, Niva Elkin-Koren, Avigdor Gal
2022
Challenges and Issues in Data Science Education
IEEE Computer 2022 (2); by Yelena Yesha
2022
Data Science: Hype and Reality
IEEE Computer 2022 (2); by Norita B. Ahmad, Vian Ahmed
2022
2022
Iterative methods for structured algorithmic data science
PhD Theses 2022 (1); by Kevin Tian
2022
2022
System for Efficient Big Data Analytics
PhD Theses 2022 (1); by Boyuan Feng
2022
2022
Efficient Systems for Advanced Data Analytics
PhD Theses 2022 (1); by Liangde Li
2022
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2022
Nested parallelism and control flow in big data analytics systems
PhD Theses 2022 (1); by Gábor E. Gévay
2022
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2022
2022
2022
2022
Surgical data science in endoscopic surgery
PhD Theses 2022 (1); by Tobias Roß
2022
2022
2022
Toward Explainable Data Science
PhD Theses 2022 (1); by Nave Frost
2022
2022
Privacy-preserving data analytics
PhD Theses 2022 (1); by Yang Zhao
2022
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2022
Scalable Data Mining via Constrained Low Rank Approximation
PhD Theses 2022 (1); by Srinivas Eswar
2022
Hybrid digital twins: A co-creation of data science and physics
PhD Theses 2022 (1); by Antonio Gálvez
2022
Data Science methodologies for predictive analytics in Smart Cities
PhD Theses 2022 (1); by Vincenzo Schiano Di Cola
2022
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2022
Human-aware application of data science techniques
PhD Theses 2022 (1); by Bernat Coma-Puig
2022
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2022
2022
Searching for Research Fraud in OpenAlex with Graph Data Science
GOTO Conference Videos (FREE) 2022; by Adam Day, Ebru Cucen
2022
How Metaflow Became Netflix's Beloved Data Science Framework
GOTO Conference Videos (FREE) 2022; by Julie Amundson

2021 (56)

2021
Text and data mining of in-copyright works: is it legal?
Communications of the ACM 2021 (11); by Pamela Samuelson
2021
A journal for interdisciplinary data science education
Communications of the ACM 2021 (8); by Orit Hazzan, Koby Mike
2021
2021
2021
Federated Learning and Privacy: Building privacy-preserving systems for machine learning and data science on decentralized data
ACM queue (FREE) 2021 (5); by Kallista A. Bonawitz, Peter Kairouz, Brendan McMahan, Daniel Ramage
2021
2021
Data science for the oil and gas industry in the Arab region
Communications of the ACM 2021 (4); by Motaz El Saban
2021
Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework
IEEE Micro 2021 (3); by Yejin Lee, U. Gyeong Song, David Bruns-Smith, Brendan Sweeney
2021
Geometric deep learning advances data science
Communications of the ACM 2021 (1); by Samuel Greengard
2021
Data Mining in Neuroscience and Healthcare
PhD Theses 2021 (1); by Yun Zhao
2021
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2021
Collaborative, open, and automated data science
PhD Theses 2021 (1); by Micah J. Smith
2021
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Text and data mining for information extraction for scientific documents
PhD Theses 2021 (1); by Muhammad Bello Aliyu
2021
Data mining for lead optimisation
PhD Theses 2021 (1); by Jessica Stacey
2021
2021
2021
Scalable Data Analytics and Machine Learning on the Cloud
PhD Theses 2021 (1); by Abdallah Salama
2021
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Data analytics for harmful online communication in social media
PhD Theses 2021 (1); by Dennis Assenmacher
2021
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Data Reduction Algorithms in Machine Learning and Data Science
PhD Theses 2021 (1); by Benyamin Ghojogh
2021
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2021
Uncluster Your Data Science Using Vaex
GOTO Conference Videos (FREE) 2021; by Maarten Breddels, Jovan Veljanoski

2020 (52)

2020
2020
Software Engineering for Data Analytics
IEEE Software 2020 (4)
2020
Big Cross-Modal Social Media Data Analytics With Deep Intelligence
IEEE Multimedia 2020 (4); by Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao
2020
Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook
IEEE Computing in Science & Engineering 2020 (4); by Saman Forouzandeh, Atae Rezaei Aghdam, Soran Forouzandeh
2020
Data science for social equality
PhD Theses 2020 (1); by Emma Pierson
2020
2020
2020
Automated Testing and Debugging for Big Data Analytics
PhD Theses 2020 (1); by Muhammad Ali Gulzar
2020
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2020
Network optimisation using Big Data Analytics
PhD Theses 2020 (1); by Mohammed S. Hadi
2020
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2020
2020
Privacy: preserving third party data mining using cryptography
PhD Theses 2020 (1); by Nawal Almutairi
2020
Data science enabled rehabilitation
PhD Theses 2020 (1); by Ioannis Vourganas
2020
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2020
Declarative specification of data analytics tasks
PhD Theses 2020 (1); by Konstantina Makrynioti
2020
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2020
A Knowledge-Driven Data Analytics Solution Engineering (DASE) Framework
PhD Theses 2020 (1); by Kalu Arachchilage Madhushi Niluka
2020
Preserving Confidentiality in Data Analytics-as-a-Service
PhD Theses 2020 (1); by Gamze Tillem
2020
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2020
Data Analytics and Consensus Mechanisms in Blockchains
PhD Theses 2020 (1); by Daniel Feher
2020
Data Mining Approaches for Outlier Detection Analysis
PhD Theses 2020 (1); by Shahrooz Abghari
2020
Human-Centered AI through Scalable Visual Data Analytics
PhD Theses 2020 (1); by Minsuk Kahng
2020
2020
Programming models to support data science workflows
PhD Theses 2020 (1); by Cristian Ramon-Cortes
2020
2020
2020
Don't put data science notebooks into production
Martin Fowler (FREE) 2020; by David Johnston

We've come across many clients who are interested in taking the computational notebooks developed by their data scientists, and putting them directly into the…

2020
Data Science for Everyone with ISLE
GOTO Conference Videos (FREE) 2020; by Rebecca Nugent
2020
COVID-19: Data Science & Expertise
GOTO Conference Videos (FREE) 2020; by Rajiv Shah
2020
A Practical-ish Introduction to Data Science
GOTO Conference Videos (FREE) 2020; by Mark West

2019 (62)

2019
Data Science: Technologies for Better Software
IEEE Software 2019 (6); by Adam Trendowicz
2019
2019
2019
Big Data Analytics for Large-scale Wireless Networks: Challenges and Opportunities
ACM Computing Surveys 2019 (5); by Raymond Chi-Wing Wong
2019
A Systematic Review for Smart City Data Analytics
ACM Computing Surveys 2019 (5); by Athena Vakali
2019
2019
Visualization in Data Science
IEEE Computer Graphics & Applications 2019 (5); by Adam Perer
2019
Data Science: Profession and Education
IEEE Intelligent Systems 2019 (5)
2019
Pervasive Data Science on the Edge
IEEE Pervasive Computing 2019 (3); by Xin Li, Nigel Davies
2019
Pervasive Data Science and AI
IEEE Pervasive Computing 2019 (3); by Nicholas D. Lane, Mirco Musolesi
2019
2019
Privacy-Enhancing Techniques for Data Analytics
PhD Theses 2019 (1); by Fang-Yu Rao
2019
2019
2019
Code Generation for In-Memory Data Analytics
PhD Theses 2019 (1); by Andrew Crotty
2019
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2019
Big Data Analytics and Engineering for Medicare Fraud Detection
PhD Theses 2019 (1); by Matthew Herland
2019
Social care service provision using spatial-temporal data analytics
PhD Theses 2019 (1); by Sarunkorn Chotvijit
2019
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2019
Time- and Space-Efficient Spatial Data Analytics
PhD Theses 2019 (1); by Mirjana Pavlovic
2019
2019
Methods and frameworks for GeoSpatioTemporal data analytics
PhD Theses 2019 (1); by Aragats Amirkhanyan
2019
Towards Usability in Private Data Analytics
PhD Theses 2019 (1); by Reinhard Munz
2019
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2019
Creating Knowledge with Data Science for Design in Systems
PhD Theses 2019 (1); by Vinutha Magal Shreenath
2019
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2019
Big Data Analytics for Complex Systems
PhD Theses 2019 (1); by Ashraf Abou Tabl
2019
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2019
Automating Memory Management in Data Analytics
PhD Theses 2019 (1); by Mayuresh Kunjir
2019
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2019
Data service API design for data analytics
PhD Theses 2019 (1); by Yun Zhang
2019
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2019
2019
Data Mining and Indexing Big Multimedia Data
PhD Theses 2019 (1); by Mohammad Reza Kavoosifar
2019
2019
Building a Scalable Data Science Pipeline at REA
GOTO Conference Videos (FREE) 2019; by Justin Hamman, Jack Low
2019
AI, ML & Data Science - What's the Difference?
GOTO Conference Videos (FREE) 2019; by Phil Winder, Feynman Liang
2019
What is Data Science and Where is it Heading?
GOTO Conference Videos (FREE) 2019; by Em Grasmeder, Evelina Gabasova

2018 (83)

2018
Data Science Data Governance [AI Ethics]
IEEE Security & Privacy 2018 (6)
2018
A Europe-Brazil Context for Secure Data Analytics in the Cloud
IEEE Security & Privacy 2018 (6); by Tânia Basso, Paulo Simões
2018
Private and Scalable Personal Data Analytics Using Hybrid Edge-to-Cloud Deep Learning
IEEE Computer 2018 (5); by Seyed Ali Ossia, Ali Shahin Shamsabadi, Ali Taheri, Hamid R. Rabiee, Hamed Haddadi
2018
A New In-Car Navigation System Based on V2C2V and Data Science
IEEE IT Professional 2018 (5); by Bo-Han Wu, Sun-Jen Huang
2018
Realizing the potential of data science
Communications of the ACM 2018 (4); by Francine Berman, Brent Hailpern, Susan B. Davidson, Deborah Estrin, Michael J. Franklin, Margaret Martonosi, Padma Raghavan, Victoria Stodden, Alexander S. Szalay
2018
Spatio-Temporal Data Mining: A Survey of Problems and Methods
ACM Computing Surveys 2018 (4); by Gowtham Atluri, Vipin Kumar
2018
Multimedia for Data Science
IEEE Multimedia 2018 (4); by Shu-Ching Chen
2018
The Next Grand Challenges: Integrating the Internet of Things and Data Science
IEEE Cloud Computing 2018 (3); by R. Ranjan, O. Rana, S. Nepal, M. Yousif, P. James, Z. Wen, S. Barr, P. Watson, P. P. Jayaraman, D. Georgakopoulos, M. Villari, M. Fazio, S. Garg, R. Buyya, L. Wang, A. Y. Zomaya, S. Dustdar

This article discusses research challenges related to devising a new IoT programming paradigm for orchestrating IoT application composition and data…

2018
The Use of Big Data Analytics to Predict the Foreign Exchange Rate Based on Public Media: A Machine-Learning Experiment
IEEE IT Professional 2018 (2); by Rua-Huan Tsaih, Biing-Shen Kuo, Tzu-Hsiang Lin
2018
Introduction to the Special Issue on Data Mining for Cybersecurity
IEEE Intelligent Systems 2018 (2); by Yuval Elovici
2018
2018
2018
Multimedia Big Data Analytics: A Survey
ACM Computing Surveys 2018 (1); by Samira Pouyanfar, Yimin Yang, Mei-Ling Shyu
2018
Data science for human well-being
PhD Theses 2018 (1); by Tim Althoff
2018
Runtime Optimizations for Large-Scale Data Analytics
PhD Theses 2018 (1); by Jingjing Wang
2018
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2018
Optimizing E-management Using Web data mining
PhD Theses 2018 (1); by Elmak Saad
2018
Spatial data mining approaches for GIS vector data processing
PhD Theses 2018 (1); by Ahmed Abubahia
2018
2018
2018
2018
Data Mining in Genomics, Metagenomics and Connectomics
PhD Theses 2018 (1); by Csaba Kerepesi
2018
Compilation and Code Optimization for Data Analytics
PhD Theses 2018 (1); by Amir Shaikhha
2018
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2018
Exploiting semantic web knowledge graphs in data mining
PhD Theses 2018 (1); by Petar Ristoski
2018
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2018
Approximate Data Analytics Systems
PhD Theses 2018 (1); by Do Le Quoc
2018
2018
Data analytics and the novice programmer
PhD Theses 2018 (1); by Alireza Ahadi
2018
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2018
Predictive Data Analytics for Energy Demand Flexibility
PhD Theses 2018 (1); by Bijay Neupane
2018
Markov Chain Models and Data Science Applications
PhD Theses 2018 (1); by Li-Hsuan Huang
2018
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2018
Social-enabled Urban Data Analytics
PhD Theses 2018 (1); by Danqing Zhang
2018
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2018
2018
Towards Practical Privacy-Preserving Data Analytics
PhD Theses 2018 (1); by Noah M. Johnson
2018
2018
2018
Data analytics for decision support in software release management
PhD Theses 2018 (1); by S. M. Didar Al Alam
2018
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2018
How to Create & Develop High-performing Data Science Teams
GOTO Conference Videos (FREE) 2018; by Virginia Wheway
2018
Inextricably Linked: Reproducibility & Productivity in Data Science & AI
GOTO Conference Videos (FREE) 2018; by Mark Coleman

2017 (73)

2017
Engaging the ethics of data science in practice
Communications of the ACM 2017 (11)
2017
Data science: challenges and directions
Communications of the ACM 2017 (8)
2017
Big Data Analytics beyond the Single Datacenter
IEEE Computer 2017 (6); by Patrick Eugster, Chamikara Jayalath, Julian James Stephen
2017
Geographic Data Science
IEEE Computer Graphics & Applications 2017 (5); by Natalia V. Andrienko, Robert Weibel
2017
A Serverless Real-Time Data Analytics Platform for Edge Computing
IEEE Internet Computing 2017 (4); by Ognjen Scekic, Magdalena Kostoska, Radu Prodan
2017
2017
A Survey on Malware Detection Using Data Mining Techniques
ACM Computing Surveys 2017 (3); by Yanfang Ye, Donald A. Adjeroh
2017
Data Science: A Comprehensive Overview
ACM Computing Surveys 2017 (3)
2017
Execution Models for Mobile Data Analytics
IEEE IT Professional 2017 (3)
2017
Mobile Data Analytics
IEEE IT Professional 2017 (3); by Saeid Abolfazli, Maria R. Lee
2017
Pervasive Data Science
IEEE Pervasive Computing 2017 (3)
2017
Challenges of Feature Selection for Big Data Analytics
IEEE Intelligent Systems 2017 (2); by Jundong Li, Huan Liu
2017
Data Analytics in Test: Recognizing and Reducing Subjectivity
PhD Theses 2017 (1); by Sebastian Siatkowski
2017
Fast Data Analytics by Learning
PhD Theses 2017 (1); by Yongjoo Park
2017
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2017
Data mining e-learning data for a student prediction system
PhD Theses 2017 (1); by Fahad Alghamdi
2017
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2017
Data mining and machine learning for environmental systems modelling and analysis
PhD Theses 2017 (1); by José Roberto Ayala Solares
2017
2017
Data mining in computational finance
PhD Theses 2017 (1); by Swati Jadhav
2017
Data Mining and Visualization of Large Human Behavior Data Sets
PhD Theses 2017 (1); by Andrea Cuttone
2017
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2017
Time series data mining for context-aware event analysis
PhD Theses 2017 (1); by Mona Lange
2017
Healthcare data mining from multi-source data
PhD Theses 2017 (1); by Ling Chen
2017
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2017
Advanced Customer Data Analytics for the Future Smart Grid
PhD Theses 2017 (1); by Weicong Kong
2017
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2017
Business Intelligence on Non-Conventional Data
PhD Theses 2017 (1); by Enrico Gallinucci
2017
2017
Machine learning and big data analytics for the smart grid
PhD Theses 2017 (1); by Xiaochen Zhang
2017
Data Science for Software Maintenance
PhD Theses 2017 (1); by Laura Inozemtseva
2017
Data Analytics for Optimized Matching in Software Development
PhD Theses 2017 (1); by Muhammad Karim
2017
2017
2017
Optimizing the Performance of Data Analytics Frameworks
PhD Theses 2017 (1); by Bogdan Ghit
2017
2017
A Data Analytics Framework for Regional Voltage Control
PhD Theses 2017 (1); by Duotong Yang
2017
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2017
Segregation aware data mining
PhD Theses 2017 (1); by Alessandro Baroni
2017
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2017
2017
Data Science, Delivered Continuously
GOTO Conference Videos (FREE) 2017; by Christian Deger, Arif Wider
2017
Cloud-Native Data Science
GOTO Conference Videos (FREE) 2017; by Phil Winder
2017
Big Data Analytics
GOTO Conference Videos (FREE) 2017; by Paul Smith

2016 (63)

2016
Big data analytics and revision of the common rule
Communications of the ACM 2016 (7); by Jacob Metcalf
2016
Data Mining and Automated Discrimination: A Mixed Legal/Technical Perspective
IEEE Intelligent Systems 2016 (6); by Laura Carmichael
2016
Displaying Background Maps in Business Intelligence Dashboards
IEEE IT Professional 2016 (5); by Palash Bera, Louis-Philippe Sirois
2016
Data Science: Nature and Pitfalls
IEEE Intelligent Systems 2016 (5)
2016
A Case for Data Commons: Toward Data Science as a Service
IEEE Computing in Science & Engineering 2016 (5); by Robert L. Grossman, Mark Murphy, Walt Wells
2016
Nomadic Computing for Big Data Analytics
IEEE Computer 2016 (4); by Hsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon
2016
The Role of Data Science in Web Science
IEEE Intelligent Systems 2016 (3); by Christopher Phethean, Ramine Tinati
2016
A Framework for Categorizing and Applying Privacy-Preservation Techniques in Big Data Mining
IEEE Computer 2016 (2); by Lei Xu, Chunxiao Jiang, Yan Chen, Jian Wang, Yong Ren
2016
The Six Pillars for Building Big Data Analytics Ecosystems
ACM Computing Surveys 2016 (2); by Shadi Khalifa, Yehia Elshater, Kiran Sundaravarathan, Aparna Balachandra Bhat, Patrick Martin, Dan Rope, Mike McRoberts, Craig Statchuk
2016
Secure Data Analytics for Cloud-Integrated Internet of Things Applications
IEEE Cloud Computing 2016 (2); by H. Kumarage, I. Khalil, A. Alabdulatif, Z. Tari, X. Yi

Cloud-integrated Internet of Things IoT is emerging as the next-generation service platform that enables smart functionality worldwide.

2016
GPU-Acceleration of In-Memory Data Analytics
PhD Theses 2016 (1); by Evangelia A. Sitaridi
2016
Securing cloud-based data analytics: A practical approach
PhD Theses 2016 (1); by Julian James Stephen
2016
2016
2016
Data Science with Graphs: A Signal Processing Perspective
PhD Theses 2016 (1); by Siheng Chen
2016
2016
2016
2016
2016
Improving intrusion detection systems using data mining techniques
PhD Theses 2016 (1); by Abdulrazaq Almutairi
2016
2016
2016
2016
2016
Toward timely, predictable and cost-effective data analytics
PhD Theses 2016 (1); by Renata Borovica-Gajic
2016
2016
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2016
2016
Scaling data mining in massively parallel dataflow systems
PhD Theses 2016 (1); by Sebastian Schelter
2016
2016
Speeding up privacy preserving data mining techniques
PhD Theses 2016 (1); by Duc H. Tran
2016
Secure data mining of outsourced data
PhD Theses 2016 (1); by Fang Liu
2016
Query Expansion for Visual Search Using Data Mining Approach
PhD Theses 2016 (1); by Siriwat Kasamwattanarote
2016
Linked open government data analytics
PhD Theses 2016 (1); by Evangelos Kalampokis
2016
2016
2016
2016
2016
Data Mining Techniques for Complex User-Generated Data
PhD Theses 2016 (1); by Xin Xiao
2016
Coevolution of Theory and Data Analytics of Digital Game-Based Learning
PhD Theses 2016 (1); by Mario Martinez-Garza
2016
2016
2016
2016
2016
GLADE-ML: A Database For Big Data Analytics
PhD Theses 2016 (1); by Chengjie Qin
2016
2016
2016
2016
Cumulon: Simplified Matrix-Based Data Analytics in the Cloud
PhD Theses 2016 (1); by Botong Huang
2016
2016
Hybrid intelligence for data mining
PhD Theses 2016 (1); by Wing Yan Chu
2016
2016
2016
2016
2016
2016
2016
Query approximation techniques dor data analytics
PhD Theses 2016 (1); by Reuben Ndindi
2016
2016
Applied Data Science & Engineering for Local Weather Forecasts
GOTO Conference Videos (FREE) 2016; by Nikhil Podduturi
2016
Data Science vs. Data Alchemy
GOTO Conference Videos (FREE) 2016; by Lukas Vermeer
2016
Scala: The Unpredicted Lingua Franca for Data Science
GOTO Conference Videos (FREE) 2016; by Dean Wampler

2015 (45)

2015
The morality of online war; the fates of data analytics, HPC
Communications of the ACM 2015 (10); by John Arquilla, Daniel A. Reed
2015
The science of managing data science
Communications of the ACM 2015 (6); by Kate Matsudaira
2015
Security Analytics: Essential Data Analytics Knowledge for Cybersecurity Professionals and Students
IEEE Security & Privacy 2015 (6); by Murat Kantarcioglu, David J. Marchette, Ernst L. Leiss, Thamar Solorio
2015
Putting the data science into journalism
Communications of the ACM 2015 (5); by Keith Kirkpatrick
2015
The Science of Managing Data Science
ACM queue (FREE) 2015 (4); by Kate Matsudaira
2015
From Raw Project Data to Business Intelligence
IEEE Software 2015 (4); by Patrick Mäder, Jane Cleland-Huang
2015
Text and Data Mining Techniques in Adverse Drug Reaction Detection
ACM Computing Surveys 2015 (4); by Alejandro Metke-Jimenez, Raj Gaire, Cécile Paris
2015
Data Analytics in China: Trends, Issues, and Challenges
IEEE IT Professional 2015 (4); by Linda S. L. Lai
2015
2015
Optimization Techniques for Data Analytics
PhD Theses 2015 (1); by Felix Ming Fai Wong
2015
Data analytics of time-series for complex (biological) systems
PhD Theses 2015 (1); by Nimit Dhulekar
2015
2015
2015
2015
2015
2015
Data mining of vehicle telemetry data
PhD Theses 2015 (1); by Phillip Taylor
2015
2015
2015
Runtime Prediction for Scale-Out Data Analytics
PhD Theses 2015 (1); by Adrian Daniel Popescu
2015
Pervasive Data Analytics for Sustainable Energy Systems
PhD Theses 2015 (1); by Tri Kurniawan Wijaya
2015
Scalable time series similarity search for data analytics
PhD Theses 2015 (1); by Patrick Schäfer
2015
2015
2015
2015
2015
2015
Scaling data mining activities on very large datasets
PhD Theses 2015 (1); by Alberto Grand
2015
Complementarity In Data Mining
PhD Theses 2015 (1); by Kung-Hua Chang
2015
2015
2015
A clinical data analytics language (CliniDAL)
PhD Theses 2015 (1); by Leila Safari
2015
Data Analytics in a Data- and Hardware-Conscious Way
PhD Theses 2015 (1); by Pratanu Roy
2015
Data mining in large audio collections of dolphin signals
PhD Theses 2015 (1); by Daniel Kohlsdorf
2015
Robust and Adversarial Data Mining
PhD Theses 2015 (1); by Fei Wang
2015
2015
Data mining methods for pharmacovigilance in Africa
PhD Theses 2015 (1); by Dan Kajungu
2015
2015
2015
2015
2015
2015
2015
Data Science at Scala with Spark
GOTO Conference Videos (FREE) 2015; by Dean Wampler
2015
Scalable Data Science & Deep Learning with H2O
GOTO Conference Videos (FREE) 2015; by Arno Candel

2014 (44)

2014
Theory-Guided Data Science for Climate Change
IEEE Computer 2014 (11); by James H. Faghmous, Arindam Banerjee, Shashi Shekhar, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova
2014
Business Intelligence from Social Media: A Study from the VAST Box Office Challenge
IEEE Computer Graphics & Applications 2014 (5); by Yafeng Lu, Feng Wang, Ross Maciejewski
2014
Business Intelligence Analytics [Guest editors' introduction]
IEEE Computer Graphics & Applications 2014 (5); by Steven Mark Drucker, Mary Czerwinski
2014
Educational Data Mining: An Advance for Intelligent Systems in Education
IEEE Intelligent Systems 2014 (3); by Ryan S. Baker
2014
Hardware Partitioning for Big Data Analytics
IEEE Micro 2014 (3); by Raymond J. Barker, Martha A. Kim, Kenneth A. Ross
2014
Sampling-based Randomized Algorithms for Big Data Analytics
PhD Theses 2014 (1); by Matteo Riondato
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
Data Science for Neuroscience: The Brain as Inspiration, Model and Data Source
PhD Theses 2014 (1); by Christopher John Häusler
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
2014
Big Mobile Data Mining: Good or Evil?
IEEE Internet Computing 2014 (1)
2014
Big Data Analytics: Immutability & Idempotence
GOTO Conference Videos (FREE) 2014; by Knut Nesheim

2013 (47)

2013
Data science and prediction
Communications of the ACM 2013 (12); by Vasant Dhar
2013
Leveraging Big Data Analytics to Reduce Healthcare Costs
IEEE IT Professional 2013 (6); by Uma Srinivasan, Bavani Arunasalam
2013
Big Data Analytics for Security
IEEE Security & Privacy 2013 (6); by Alvaro A. Cárdenas, Pratyusa K. Manadhata, Sreeranga P. Rajan
2013
Clouds for Scalable Big Data Analytics
IEEE Computer 2013 (5)
2013
Operational Business Intelligence: Processing Mixed Workloads
IEEE IT Professional 2013 (5); by Michael Seibold, Dean Jacobs, Alfons Kemper
2013
Social-Network-Sourced Big Data Analytics
IEEE Internet Computing 2013 (5); by Wei Tan, Iman Saleh
2013
Open Government Data: A Data Analytics Approach
IEEE Intelligent Systems 2013 (5); by Amar Viswanathan, Joshua Shinavier, Yongmei Shi
2013
CODEMINE: Building a Software Development Data Analytics Platform at Microsoft
IEEE Software 2013 (4); by Jacek Czerwonka, Nachiappan Nagappan, Wolfram Schulte, Brendan Murphy
2013
Cloud-Based Software Platform for Big Data Analytics in Smart Grids
IEEE Computing in Science & Engineering 2013 (4); by Saima Aman, Alok Gautam Kumbhare, Rongyang Liu, Sam Stevens, Qunzhi Zhou, Viktor K. Prasanna
2013
Beyond Data Mining
IEEE Software 2013 (3); by Tim Menzies
2013
Hazy: making it easier to build and maintain big-data analytics
Communications of the ACM 2013 (3); by Arun Kumar, Feng Niu, Christopher Ré
2013
Big Data Analytics: Perspective Shifting from Transactions to Ecosystems
IEEE Intelligent Systems 2013 (2); by Daniel Zeng, Robert F. Lusch
2013
Hazy: Making it Easier to Build and Maintain Big-data Analytics
ACM queue (FREE) 2013 (1); by Arun Kumar, Feng Niu, Christopher Ré
2013
2013
2013
Supporting Scalable Data Analytics on Large Linked Data
PhD Theses 2013 (1); by Wangchao Le
2013
2013
2013
2013
2013
2013
2013
2013
2013
2013
2013
Principled design of evolutionary learning systems for large scale data mining
PhD Theses 2013 (1); by María Auxiliadora Franco Gaviria
2013
2013
Time series data mining in systems biology
PhD Theses 2013 (1); by Avraam Tapinos
2013
Maximum entropy modelling for quantifying unexpectedness of data mining results
PhD Theses 2013 (1); by Kleanthis-Nikolaos Kontonasios
2013
2013
2013
Operational Business Intelligence as a Service in the Cloud
PhD Theses 2013 (1); by Michael Seibold
2013
2013
2013
On utilising change over time in data mining
PhD Theses 2013 (1); by Mirko Böttcher
2013
2013
Social security data mining: an Australian case study
PhD Theses 2013 (1); by Hans Bohlscheid
2013
Data Mining Students' Ordinary Handwritten Coursework
PhD Theses 2013 (1); by James Herold
2013
Data mining techniques for complex application domains
PhD Theses 2013 (1); by Naeem Ahmed Mahoto
2013
2013
2013
2013
2013
2013
2013

2012 (47)

2012
Data mining meets city hall
Communications of the ACM 2012 (6); by Leah Hoffmann
2012
Interactions with big data analytics
ACM interactions 2012 (3); by Robert DeLine, Mary Czerwinski, Steven Mark Drucker
2012
Time-series data mining
ACM Computing Surveys 2012 (1); by Philippe Esling, Carlos Agón
2012
2012
Data Mining Meets HCI: Making Sense of Large Graphs
PhD Theses 2012 (1); by Polo Chau
2012
Data analytics: integration and privacy
PhD Theses 2012 (1); by Steven Euijong Whang
2012
2012
2012
2012
2012
2012
2012
2012
2012
Adaptive algorithms for real-world transactional data mining
PhD Theses 2012 (1); by Edward Tersoo Apeh
2012
2012
2012
Data mining in text streams using suffix trees
PhD Theses 2012 (1); by Tristan Snowsill
2012
Data Mining Applications of Singular Value Decomposition
PhD Theses 2012 (1); by Miklós Kurucz
2012
Business intelligence on scalable architectures
PhD Theses 2012 (1); by Csaba István Sidló
2012
2012
2012
2012
Data mining in the industry
PhD Theses 2012 (1); by Michal Kebísek
2012
2012
Advances in K-means clustering: a data mining thinking
PhD Theses 2012 (1); by Junjie Wu
2012
Modelling, data mining and visualisation of genetic variation data
PhD Theses 2012 (1); by Ahmad A. Al-Oqaily
2012
2012
Efficient Algorithms for High Dimensional Data Mining
PhD Theses 2012 (1); by Thanawin Rakthanmanon
2012
2012
Geometric Methods in Machine Learning and Data Mining
PhD Theses 2012 (1); by Arvind Agarwal
2012
2012
Agent-based cooperative heterogeneous data mining
PhD Theses 2012 (1); by Jie Gao
2012
Exact Primitives for Time Series Data Mining
PhD Theses 2012 (1); by Abdullah Al Mueen
2012
2012
Scalable systems for data analytics and integration
PhD Theses 2012 (1); by Martin Hentschel
2012
2012
Spatial data mining in precision agriculture
PhD Theses 2012 (1); by Georg Ruß
2012
Complex systems data mining and knowledge extraction
PhD Theses 2012 (1); by David Luper
2012
2012
Pattern-Based Data Mining on Diverse Multimedia and Time Series Data
PhD Theses 2012 (1); by Bilson J. L. Campana
2012
2012
2012
2012
Data Mining for Petroleum Geology
PhD Theses 2012 (1); by Denis Ferraretti
2012
Data mining models for student databases
PhD Theses 2012 (1); by Renza Campagni
2012
Data mining by means of generalized patterns
PhD Theses 2012 (1); by Luca Cagliero

2011 (24)

2011
In support of open reviews; better teaching through large-scale data mining
Communications of the ACM 2011 (11); by Bertrand Meyer, Greg Linden
2011
An overview of business intelligence technology
Communications of the ACM 2011 (8); by Surajit Chaudhuri, Umeshwar Dayal, Vivek R. Narasayya
2011
Using Data Mining to Help Design Sustainable Products
IEEE Computer 2011 (8); by Manish Marwah, Amip Shah, Chandrakant D. Patel
2011
2011
2011
2011
2011
2011
2011
2011
Data Mining and Data Handling in the Field of Bioinformatics
PhD Theses 2011 (1); by Rafael Ördög
2011
Anytime algorithms for stream data mining
PhD Theses 2011 (1); by Philipp Kranen
2011
2011
Synchronization inspired data mining
PhD Theses 2011 (1); by Junming Shao
2011
Data Mining on Chemical Graphs Using Kernel Algorithms
PhD Theses 2011 (1); by Georg Hinselmann
2011
Feature Selection and Data Mining for Proteomics and Metabolomics
PhD Theses 2011 (1); by Carsten Henneges
2011
Data mining languages for business intelligence
PhD Theses 2011 (1); by Ana Isabel Rojão Lourenço Azevedo
2011
Privacy preserving data mining
PhD Theses 2011 (1); by Arik Friedman
2011
2011
2011
2011
2011
Data Mining of Biomedical Databases
PhD Theses 2011 (1); by Antonella Meloni
2011
Privacy by Design in Data Mining
PhD Theses 2011 (1); by Anna Monreale

2010 (22)

2010
2010
Taking Business Intelligence to the Masses
IEEE Computer 2010 (7); by Sixto Ortiz Jr.
2010
Data mining and revenue management methodologies in college admissions
Communications of the ACM 2010 (4); by Surya Rebbapragada, Amit Basu, John Semple
2010
Toward Uncertain Business Intelligence: The Case of Key Indicators
IEEE Internet Computing 2010 (4); by Florian Daniel
2010
2010
Dynamic data mining : methodology and algorithms
PhD Theses 2010 (1); by Xiong Deng
2010
2010
An investigation into the issues of multi-agent data mining
PhD Theses 2010 (1); by Kamal Ali Albashiri
2010
2010
2010
2010
Técnicas de Data Mining para o estudo e análise da segurança dos sistemas eléctricos de energia
PhD Theses 2010 (1); by Cristina Isabel Ferreira Figueiras Faustino Agreira
2010
2010
2010
2010
2010
2010
Semi-Supervised Online Learning for Acoustic Data Mining
PhD Theses 2010 (1); by Tser L. Y. Moh
2010
2010
2010
2010

2009 (24)

2009
Data Mining for Software Engineering
IEEE Computer 2009 (8); by Tao Xie, Suresh Thummalapenta, Chao Liu
2009
2009
Lifelong Interactions - Data mining for educational "gold"
ACM interactions 2009 (5); by Shalom M. Fisch, Richard Lesh, Elizabeth Motoki, Sandra Crespo, Vincent Melfi
2009
Agent-Enriched Data Mining: A Case Study in Brain Informatics
IEEE Intelligent Systems 2009 (3); by Shinichi Motomura
2009
Agent Mining: The Synergy of Agents and Data Mining
IEEE Intelligent Systems 2009 (3); by Vladimir Gorodetsky, Pericles A. Mitkas
2009
Guest Editors' Introduction: Agents and Data Mining
IEEE Intelligent Systems 2009 (3); by Vladimir Gorodetsky, Pericles A. Mitkas
2009
Improving the Behavior of Intelligent Tutoring Agents with Data Mining
IEEE Intelligent Systems 2009 (3); by Roger Nkambou
2009
2009
2009
2009
Novel Graph Based Clustering and Visualization Algorithms for Data Mining
PhD Theses 2009 (1); by Ágnes Vathy-Fogarassy
2009
Faktorenvorselektion im Data Mining
PhD Theses 2009 (1); by Nina Büchel
2009
Visual data mining in intrinsic hierarchical complex biodata
PhD Theses 2009 (1); by Christian Martin
2009
2009
2009
2009
2009
2009
2009
2009
Metodología para la definición de requisitos en proyectos de data mining
PhD Theses 2009 (1); by José A. Gallardo Arancibia
2009
Query-Based data mining for the web
PhD Theses 2009 (1); by Bárbara Poblete
2009
2009
The NRC Takes on Data Mining, Behavioral Surveillance, and Privacy
IEEE Security & Privacy 2009 (1); by Susan Landau

2008 (20)

2008
Linking Business Intelligence into Your Business
IEEE IT Professional 2008 (6)
2008
Generating Synthetic Data to Match Data Mining Patterns
IEEE Internet Computing 2008 (3); by Josh Eno, Craig W. Thompson
2008
Managing large collections of data mining models
Communications of the ACM 2008 (2); by Bing Liu
2008
Models and algorithms for privacy-preserving data mining
PhD Theses 2008 (1); by Shubha U. Nabar
2008
Data mining climatic for frost and deficit hidric forescast
PhD Theses 2008 (1); by Eduardo Delgado Assad
2008
2008
2008
Supporting software systems maintenance using data mining techniques
PhD Theses 2008 (1); by Yiannis Kanellopoulos
2008
2008
2008
2008
2008
2008
Data mining in kombinatorischen Spielen
PhD Theses 2008 (1); by Roushdi Abdelhamid, Kim Boström, Ingo Schwab
2008
Cube based incremental data mining
PhD Theses 2008 (1); by Ziv Pollak
2008
2008
Spatio-Temporal Data Mining for Location-Based Services
PhD Theses 2008 (1); by Gyözö Gidófalvi
2008
2008
Algorithms in data mining using matrix and tensor methods
PhD Theses 2008 (1); by Berkant Savas
2008

2007 (14)

2007
The Current State of Business Intelligence
IEEE Computer 2007 (9); by Hugh J. Watson, Barbara H. Wixom
2007
Privacy-Preserving Data Mining Systems
IEEE Computer 2007 (4); by Nan Zhang, Wei Zhao
2007
Application aspects of data mining analysis on evolving graphs
PhD Theses 2007 (1); by Anurat Chapanond
2007
2007
Data mining using the crossing minimization paradigm
PhD Theses 2007 (1); by Ahsan Abdullah
2007
2007
2007
Object-oriented data mining
PhD Theses 2007 (1); by Simon Alan Rawles
2007
Privacy-preserving data mining of classification rules
PhD Theses 2007 (1); by Rinta Kridalukmana, Juggapong Natwichai
2007
2007
2007
2007
2007

2006 (29)

2006
Making Business Intelligence More Useful
IEEE Computer 2006 (9); by George Lawton
2006
Data Mining and Predictive Analytics in Public Safety and Security
IEEE IT Professional 2006 (4); by Colleen McCue
2006
Anteater: A Service-Oriented Architecture for High-Performance Data Mining
IEEE Internet Computing 2006 (4); by Wagner Meira Jr., Renato Ferreira
2006
Distributed Data Mining in Peer-to-Peer Networks
IEEE Internet Computing 2006 (4); by Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
2006
Service-Oriented Distributed Data Mining
IEEE Internet Computing 2006 (4); by Xiaofeng Zhang, Ho-Fai Wong, Frank C. H. Tong
2006
Guest Editors' Introduction: Distributed Data Mining--Framework and Implementations
IEEE Internet Computing 2006 (4); by Anup Kumar, Samuel Madden
2006
Interestingness measures for data mining: A survey
ACM Computing Surveys 2006 (3); by Liqiang Geng
2006
2006
2006
2006
2006
Algorithms for data mining
PhD Theses 2006 (1); by Grant J. Wang
2006
Data mining ensemble hierarchy, diversity and accuracy
PhD Theses 2006 (1); by Shun Bian
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
2006
Data mining techniques for genetic information discovery
PhD Theses 2006 (1); by Elisa Ficarra
2006
Abduction and Anonymity in Data Mining
PhD Theses 2006 (1); by Maurizio Atzori

2005 (12)

2005
Guest Editors' Introduction: Data Mining in Bioinformatics
IEEE Intelligent Systems 2005 (6); by Jinyan Li, Limsoon Wong, Qiang Yang
2005
Agents and Stream Data Mining: A New Perspective
IEEE Intelligent Systems 2005 (3); by Kok-Leong Ong, Zili Zhang, Ee-Peng Lim
2005
2005
2005
Data mining and visualisation
PhD Theses 2005 (1); by Cesar Garda-Osorio
2005
Data mining and visualization
PhD Theses 2005 (1); by César García-Osorio
2005
2005
Data mining using fuzzy logic with applications to the business world
PhD Theses 2005 (1); by Sachin Baban Karale
2005
2005
2005
On performance of data mining
PhD Theses 2005 (1); by Paolo Palmerini
2005
Algoritmi e tecniche per il data mining di serie temporali
PhD Theses 2005 (1); by Gianfranco Cellarosi

2004 (24)

2004
Privacy-Preserving Data Mining: Why, How, and When
IEEE Security & Privacy 2004 (6); by Jaideep Vaidya, Chris Clifton
2004
Detecting money laundering and terrorist financing via data mining
Communications of the ACM 2004 (5); by John S. Zdanowicz
2004
Visual Data Mining in Large Geospatial Point Sets
IEEE Computer Graphics & Applications 2004 (5); by Daniel A. Keim, Christian Panse, Stephen C. North
2004
Crime Data Mining: A General Framework and Some Examples
IEEE Computer 2004 (4); by Hsinchun Chen, Wingyan Chung, Jennifer Jie Xu, Gang Wang, Yi Qin
2004
Guest Editors' Introduction: Information Enhancement for Data Mining
IEEE Intelligent Systems 2004 (2); by Shichao Zhang, Qiang Yang
2004
Optimization Problems in Data Mining
PhD Theses 2004 (1); by Cinda Heeren
2004
2004
2004
Privacy preserving data mining over vertically partitioned data
PhD Theses 2004 (1); by Jaideep Vaidya
2004
Transformation techniques in data mining
PhD Theses 2004 (1); by Martin Burgess
2004
2004
2004
A metaphor-based interface for data mining
PhD Theses 2004 (1); by Nigel Robinson
2004
2004
2004
Data mining mit genetischen Algorithmen
PhD Theses 2004 (1); by Ulrich Kathöfer
2004
2004
2004
Ein flexibles Framework zum visuellen Data Mining
PhD Theses 2004 (1); by Matthias Kreuseler
2004
Advanced data mining techniques for compound objects
PhD Theses 2004 (1); by Matthias Schubert
2004
Data mining in large-scale distributed systems
PhD Theses 2004 (1); by Ran Wolff
2004
2004
2004

2003 (10)

2003
Using data mining to profile TV viewers
Communications of the ACM 2003 (12); by William E. Spangler, Mordechai Gal-Or, Jerrold H. May
2003
Data Mining for Very Busy People
IEEE Computer 2003 (11); by Tim Menzies, Ying Hu
2003
2003
Data mining for relationships in large datasets
PhD Theses 2003 (1); by F. Tao
2003
Robust methods in data mining
PhD Theses 2003 (1); by Kassim S. Mwitondi
2003
Eine wissensbasierte Benutzerschnittstelle für das invisible data mining
PhD Theses 2003 (1); by Oliver Mathias Johannes Hogl
2003
2003
2003
2003
Business intelligence nel marketing bancario
PhD Theses 2003 (1); by Mauro Bello

2002 (13)

2002
Comonent-based data mining frameworks
Communications of the ACM 2002 (12); by Fernando Berzal Galiano, Ignacio J. Blanco, Juan C. Cubero
2002
Data Mining for Web Intelligence
IEEE Computer 2002 (11); by Jiawei Han, Kevin Chen-Chuan Chang
2002
Business applications of data mining
Communications of the ACM 2002 (8); by Chidanand Apté, Bing Liu, Edwin P. D. Pednault
2002
Data-driven evolution of data mining algorithms
Communications of the ACM 2002 (8); by Daryl Pregibon
2002
Data mining standards initiatives
Communications of the ACM 2002 (8); by Robert L. Grossman, Mark F. Hornick, Gregor Meyer
2002
Emerging scientific applications in data mining
Communications of the ACM 2002 (8); by Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon
2002
Is Business Intelligence a Smart Move?
IEEE Computer 2002 (7); by Sixto Ortiz Jr.
2002
Data Mining for the Corporate Masses?
IEEE Computer 2002 (5); by Neal Leavitt
2002
Expert-Driven Validation of Set-Based Data Mining Results
PhD Theses 2002 (1); by Gediminas Adomavicius
2002
2002
2002
The Discrete Acyclic Digraph Markov Model in Data Mining
PhD Theses 2002 (1); by Juan Roberto Castelo Valdueza
2002
Structured parallel programming support for data mining problems
PhD Theses 2002 (1); by Massimo Coppola

2001 (8)

2001
Exploring data mining implementation
Communications of the ACM 2001 (7); by Karim K. Hirji
2001
The digital physics of data mining
Communications of the ACM 2001 (3); by Usama M. Fayyad
2001
Using Data Mining Methods to Build Customer Profiles
IEEE Computer 2001 (2); by Gediminas Adomavicius
2001
Knowledge integration in distributed data mining
PhD Theses 2001 (1); by Janjao Sutiwaraphun
2001
Technical aspects of data mining
PhD Theses 2001 (1); by Zhongming Cai
2001
2001
Visual data mining
PhD Theses 2001 (1); by Mihael Ankerst
2001
Visual data mining of graph based data
PhD Theses 2001 (1); by Oliver Niggemann

2000 (12)

2000
Deep issues: phenomenal data mining
Communications of the ACM 2000 (8); by John McCarthy
2000
Volume Data Mining Using 3D Field Topology Analysis
IEEE Computer Graphics & Applications 2000 (5); by Issei Fujishiro, Yuriko Takeshima, Taeko Azuma
2000
Data Mining and Rough Set Theory
Communications of the ACM 2000 (4); by Jerzy W. Grzymala-Busse, Wojciech Ziarko
2000
Graph-Based Data Mining
IEEE Intelligent Systems 2000 (2); by Diane J. Cook, Lawrence B. Holder
2000
Data mining and more
IEEE Intelligent Systems 2000 (2); by Daniel E. O'Leary
2000
Data mining techniques for structured and semistructured data
PhD Theses 2000 (1); by Svetlozar Nestorov
2000
2000
2000
A data mining model to capture user web navigation patterns
PhD Theses 2000 (1); by José Luís Cabral de Moura Borges
2000
2000
Computing with words for data mining
PhD Theses 2000 (1); by Christiane Ponsan
2000
Data mining with graphical models
PhD Theses 2000 (1); by Christian Borgelt

1999 (10)

1999
Machine Learning and Data Mining
Communications of the ACM 1999 (11); by Tom M. Mitchell
1999
Constraint-Based Multidimensional Data Mining
IEEE Computer 1999 (8); by Jiawei Han, Laks V. S. Lakshmanan, Raymond T. Ng
1999
1999
Distributed data mining in credit card fraud detection
IEEE Intelligent Systems 1999 (6); by Philip Chan, Wei Fan, Andreas L. Prodromidis, Salvatore J. Stolfo
1999
Data mining: a long-term dream
IEEE Intelligent Systems 1999 (6); by David L. Waltz, Se Jung Hong
1999
Data mining to predict aircraft component replacement
IEEE Intelligent Systems 1999 (6); by Sylvain Létourneau, Fazel Famili
1999
Probabilistic estimation-based data mining for discovering insurance risks
IEEE Intelligent Systems 1999 (6); by Chidanand Apté, Edna Grossman, Edwin P. D. Pednault, Barry K. Rosen, Fateh Tipu, Brian F. White
1999
Guest Editor's Introduction: Visual Data Mining
IEEE Computer Graphics & Applications 1999 (5); by Pak Chung Wong
1999
1999
Generalized density based clustering for spatial data mining
PhD Theses 1999 (1); by Jörg Sander

1998 (2)

1998
Onboard Science Data Analysis: Applying Data Mining to Science-Directed Autonomy
IEEE Intelligent Systems 1998 (5); by Paul E. Stolorz, Peter C. Cheeseman
1998
Free Parallel Data Mining
PhD Theses 1998 (1); by Bin Li

1997 (4)

1997
Data Mining: Making Data Meaningful
IEEE Computer 1997 (9); by Joe Mullich
1997
Designing a Kernel for Data Mining
IEEE Intelligent Systems 1997 (2); by Sarabjot S. Anand, Bryan W. Scotney, Mee G. Tan, David A. Bell, John G. Hughes, Ian C. Magill
1997
Enhancements to the data mining process
PhD Theses 1997 (1); by George H. John
1997

1996 (9)

1996
Statistical Inference and Data Mining
Communications of the ACM 1996 (11); by Clark Glymour, David Madigan, Daryl Pregibon
1996
Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section)
Communications of the ACM 1996 (11); by Usama M. Fayyad, Ramasamy Uthurusamy
1996
The Data Warehouse and Data Mining
Communications of the ACM 1996 (11); by William H. Inmon
1996
Data Mining and Knowledge Discovery: Making Sense Out of Data
IEEE Intelligent Systems 1996 (5); by Usama M. Fayyad
1996
Visualization Support for Data Mining
IEEE Intelligent Systems 1996 (5); by Hing-Yan Lee, Hwee-Leng Ong
1996
Guest Editor's Introduction: Data Mining-Here We Go Again?
IEEE Intelligent Systems 1996 (5); by Bill Mark
1996
Reality Check for Data Mining
IEEE Intelligent Systems 1996 (5)
1996
Data mining im Controlling
PhD Theses 1996 (1); by Nicolas Bissantz, Jürgen Hagedorn
1996
Data Mining and Forecasting in Large-Scale Telecommunication Networks
IEEE Intelligent Systems 1996 (1); by Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss

1995 (1)

1995
Visual support for query specification and data mining
PhD Theses 1995 (1); by Daniel A. Keim