Data Science: A Comprehensive Overview

Cao, Longbing·2018·ACM Computing Surveys
DOI 10.1145/3076253

Cited by (408)

Items 201–300 of 408

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  3. Decolonisation and Self-Regulation as Alternative Paths to Data Science Health Research Governance in Africa
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  4. Data Science Platform for Smart Diagnosis of Upper Limb Spasticity
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  5. How to Design an Interactive System for Data Science: Learning from a Literature Review
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  6. Introduction to Data Science
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  11. Don’t Be Afraid of Failure—Insights from a Survey on the Failure of Data Science Projects
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  12. Um Farol para Criação e Avaliação de Cursos de Ciência de Dados: Os Referenciais Curriculares da SBC
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  13. Role of Predictive Analytics for Enhanced Decision Making in Business Applications
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  14. Data-Driven Computational Intelligence for Scientific Programming
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  15. Business Analytics in Shared Service Organisationen
    Thomas M. Fischer, Kai-Eberhard Lueg, Martin Steuernagel, Barbara Mauch-Maier, Frank Schüler, Daniela Hofbeck, Lorenz Schneck · 2020 · Springer eBooks
  16. Big social data provenance framework for Zero-Information Loss Key-Value Pair (KVP) Database
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  17. Data science: Trends, perspectives, and prospects
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  18. Exploration of Tools for Data Science
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  19. Contextual Consistency as an Improvement to User Experience and System Transparency: The Case of a Vibrotactile Relaxation Device with Implicit Triggers
    Luciano Gamberini, Francesca Freuli, Marta Nedves, Walther Jensen, Ann Morrison, Valeria Orso, Giovanni DeGiuli, Anna Spagnolli · 2018 · Lecture notes in computer science
  20. A Literature Review on Context-Aware Machine Learning and Mobile Data Analytics
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  21. Digital Transformation and Big Data
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  22. Adaptive Visualization of Health Information Based on Cognitive Psychology: Scenarios, Concepts, and Research Opportunities
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  23. Verified High Performance Computing: The SyDPaCC Approach
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  24. Data Science Failure: A Literature Review
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  25. Cybersecurity Data Science: Toward Advanced Analytics, Knowledge, and Rule Discovery for Explainable AI Modeling
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  26. Rethinking the Data Science Singularity
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  27. A Research Review: Ai and Data Science Applications in the Telecom Industry
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  28. Barriers to Data Analytics for Energy Efficiency in the Maritime Industry
    Veronica Jaramillo Jimenez, Ziaul Haque Munim, Hyungju Kim · 2024 · Journal of Offshore Mechanics and Arctic Engineering
  29. Data Sciences: Cutting Edge Tools and Techniques
    Anu Sayal, Ashulekha Gupta, N Chaithra, Janhvi Jha, Navya Aggarwal, Veethika Gupta · 2025 · Communications in computer and information science
  30. Advanced Analytics in Smart Factories: Towards an actionable Taxonomy for Prescriptive Analytics Use Cases
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  32. Systematically Identifying, Defining and Organizing Knowledge Components for Data Science Problem Solving through Human-LLM Collaboration
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  33. Enhancing Student’s Learning by Integrating the Concept of Project-Based and Challenge-Based Learning
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  34. Participatory Design as a Mechanism for Informing an Interest-Driven Data Science Curriculum
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  35. Decision-Driven Analytics in Smart Factories: Enterprise Architecture Framework for Use Case Specification and Engineering (FUSE)
    Julian Weller, Roman Dumitrescu · 2025 · Electronics
  36. Augmenting sparse spaceflight mass spectra datasets for machine learning applications
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  37. Comparing fare evasion severity by econometric and artificial intelligence models: An Italian case study
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  38. The Dependency Dilemma: How Machine Learning Decision Aids can Undermine Skill Growth
    Kevin Bauer, Michael Nofer, Benjamin Henrich, Hendrik Drachsler, Oliver Hinz · 2026 · Business & Information Systems Engineering
  39. Global Learning in Statistics and Data Science: Enhancing the Discipline Through Virtual Exchange
    Megan Mocko, Pablo Sebastián Burneo, Lee Fawcett · 2026 · Springer international handbooks of education
  40. Skills and Mindsets for an Analytically Innovative Organisation
    Yusuf-Ali Karbelkar, Mike Hart · 2018 · Lecture notes in business information processing
  41. A Finalizing Discussion and Open Issues
    Vytautas Štuikys, Renata Burbaitė · 2018 · Springer eBooks
  42. The disciplinary research landscape of data science reflected in data science journals
    Lingzi Hong, William E. Moen, Xinchen Yu, Jiangping Chen · 2020 · Information Discovery and Delivery
  43. Secure Data Propagation in Edge-Cloud Orchestrated Computing Paradigms: Statistcs and Taxonomy
    Feng Quan Yu, Xixian Li, Huimin Zhang, Li-e Wang · 2020 · International Conference on Advanced Cloud and Big Data
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    Walter J. Radermacher · 2021 · Вопросы статистики
  45. Student Perspectives on Changing Requirements for Human Factors Engineering Education
    Bella Yigong Zhang, Esa M. Rantanen, Mark Chignell · 2021 · Proceedings of the Human Factors and Ergonomics Society Annual Meeting
  46. Introduction to Context-Aware Machine Learning and Mobile Data Analytics
    Iqbal Hasan Sarker, Alan Colman, Jun Han, Paul Watters · 2021 · Springer eBooks
  47. A List of Application & Challenges of Data Science as a Survey Report
    Sangeeta Devi, Pranjal Maurya, Upendra Nath Tripathi · 2022 · International Journal of Applied Engineering Research
  48. Acesso à informação no Brasil e ciência de dados
    Claudio Henrique Fontenelle Santos, Ana Lúcia Da Silva Romão · 2022 · Revista da CGU
  49. Data Science: From Concept to Application
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  50. Setting up data science research in Africa and engagement of stakeholders
    Fati Murtala-Ibrahim, Jibreel Jumare, Manhattan Charurat et al. · 2023 · South African Journal of Science
  51. Data science: najseksowniejszy zawód XXI wieku w Polsce. Big data, sztuczna inteligencja i PowerPoint
    Remigiusz Żulicki · 2022 · Wydawnictwo Uniwersytetu Łódzkiego eBooks
  52. A participant selection based vehicle platoon asynchronous federated learning framework
    Yilong Ren, Yuhao Liang, Xiaoyuan Feng, Yanan Zhao, Jiejie Zhao, Haiyang Yu · 2023 · Transactions on Emerging Telecommunications Technologies
  53. Data Framework Design of EDISON 2.0 Digital Platform for Convergence Research
    Sunggeun Han, Jaegwang Lee, Inho Jeon, Jeong-Cheol Lee, Hoon Choi · 2023 · KSII Transactions on Internet and Information Systems
  54. MACHINE LEARNING TECHNIQUES FOR PREDICTION OF COVID-19 IN POTENTIAL PATIENTS
    Oyeranmi Adigun, Mohammed Mutiu Rufai, Folasade Mercy Okikiola · 2023 · FUDMA Journal of Sciences
  55. Evaluation of Open Source, Open Data Sharing, and Data Anonymization Concepts in the Development of the Metaverse
    Emre Cihan Ateş, Erkan Bostancı, Mehmet Serdar Güzel · 2023 · Studies in big data
  56. A Case Study on Data Science Processes in an Academia-Industry Collaboration
    Sara Silva, Breno Bernard Nicolau de França · 2023 · Brazilian Symposium on Software Quality (SBQS)
  57. Introduction
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  58. Unveiling insights from unstructured wealth: a comparative analysis of clustering techniques on blockchain cryptocurrency data
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  59. An Introduction to Machine Learning for Educational Researchers
    Christine DiStefano, Geophrey Odero, Angela Starrett · 2024 · Springer eBooks
  60. The Evolution of AI and Data Science
    A. S. Anurag · 2024 · Advances in computational intelligence and robotics book series
  61. Revolution Ethics of Data Science and AI
    Anil Meher · 2024 · Advances in computational intelligence and robotics book series
  62. Data Scientist in Tourism: Needs, Skills, and Scope
    Sahil Sharma · 2024 · Springer international handbooks of education
  63. Building the Bridge Between Information Science and Data Science: Understanding Their Overlap and Differences
    Marcin Kozak, Hamid Reza Saeidnia · 2024 · InfoScience Trends
  64. Enhanced Three-Stage Cluster-Then-Classify Method (ETSCCM)
    Duygu Yılmaz Eroğlu, Elif Guleryuz · 2025 · Metals
  65. Bringing information science perspectives to data science: Opportunities and gaps
    Matthew S. Mayernik · 2025 · Journal of the Association for Information Science and Technology
  66. Toward better control of water-intensive processes: Case study in fluting manufacturing
    Mika Liukkonen, Jukka Silvennoinen, Yrjö Hiltunen · 2018 · IFAC-PapersOnLine
  67. What Is Data Science
    Longbing Cao · 2018 · Data analytics
  68. Data Science and Advanced Digital Technologies
    Gintautas Dzemyda · 2018 · Communications in computer and information science
  69. The Intersection of Data Analytics and Data-Driven Innovation
    Marcus Tanque, Harry J. Foxwell · 2019 · Advances in computational intelligence and robotics book series
  70. Data Science in Economics and Business
    Mara Madaleno, João Lourenço Marques, Muhammad Tufail · 2021 · Advances in business information systems and analytics book series
  71. Data Science or Process Science? How to Promote the Next Digital Transformation in the Public Sector
    Ralf Klischewski · 2021 · Lecture notes in computer science
  72. Systematic Review of Methodologies in Data Science
    Francisco Ruiz-Lopez, Joaquín Pérez-Ortega, Javier Ortiz-Hernández, Yasmín Hernández, Sáenz-Sánchez Socorro · 2021 · Mexican International Conference on Computer Science
  73. Keine Angst vor Fehlschlägen – Erkenntnisse aus einer Umfrage zum Scheitern von Data-Science-Projekten
    Jule Aßmann, Joachim Sauer, Michael Schulz · 2021 · Angewandte Wirtschaftsinformatik
  74. Causal and predictive modeling in computational social science
    Uwe Engel · 2021 · Routledge eBooks
  75. Industry and Tech Competencies in Hospitality Sector: Higher Education Students’ Perceptions
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  76. Designing and Developing a Data Science Programme in Bhutan
    Phub Namgay, Pema Wangdi, Sangay Thinley · 2022 · IEEE Frontiers in Education Conference (FIE)
  77. Quō vādis, Data Business?
    Sami Hyrynsalmi, Ölsson, Jan Bosch, Sonja M. Hyrynsalmi · 2022 · Lecture notes in business information processing
  78. Impact of Statistics on Data Science
    Abhimanyu Malik · 2023 · International Journal For Multidisciplinary Research
  79. KEGIATAN BOOTCAMP PENGENALAN PYTHON UNTUK BIDANG DATA SCIENCE DAN MACHINE LEARNING DI PT HACKTIVATE TEKNOLOGI INDONESIA
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  80. Harnessing Big Data in the Animal Welfare Industry: Utilizing Data Science to Improve Regulatory Oversight of Commercial Dog Breeding
    Clinton Ross Mauck, Jyothi Vinnakota Robertson, Marjorie Robin Vincent · 2023 · Journal of Shelter Medicine and Community Animal Health
  81. Use of Digital Fabrication Tools and Curriculum with Gifted Students in Rural Middle Schools
    Vince Moore · 2018
  82. Advancing urban analytics for energy transitions: Data-driven strategic planning for citywide building retrofitting
    Oleksii Pasichnyi · 2020
  83. Who Are We Centering in This?: Analyzing language around equity and justice in STEMM education policy
    Anelise Hanson Shrout, Carrie Diaz Eaton, Jude Higdon · 2022
  84. The Impact of Data-Driven Decision Making on the Annual Net Sales Revenue and Stock Price of Amazon: A Study from 2004 to 2022
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  85. A database for igneous rocks of the Newfoundland Appalachians
    Chaoyang Wang, Tao Wang, Yi Ding, Cees Roelof van Staal, Zengqian Hou, Ying Tong, Shoufa Lin · 2025 · Scientific Data
  86. Unifying Perspectives on Econometrics, Econophysics, Complexity Economics, and Ai-Driven Economics
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  87. Tasks and methods of Big Data analysis (a survey)
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  88. Data Science is Here
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  89. Challenges to Systems Engineering
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  90. Implementation of Big Data Analytics for Government Enterprise
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  91. High Performance Query Execution and Graph Visualization for Effectual Big Data Analytics with Cloud
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  92. Adaptive Network Based Fuzzy Inference System and the Future of Employability
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  94. High Dimensional Complexity of Dynamical System in the Big Data
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  95. Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems
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  96. Data Science: Vom Begriff zur Anwendung
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  97. Introduction
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  98. Contextual Mobile Datasets, Pre-processing and Feature Selection
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  99. Content Analysis of Two-year and Four-year Data Science Programs in the United States
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  100. Why data science projects fail
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