Ian H. Witten

University of Waikato — New Zealand

Computer Science · Physical Sciences

75h-index89.1kcitations548works0.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Algorithms and Data Compression(77), Natural Language Processing Techniques(72), Digital Humanities and Scholarship(42), Data Mining Algorithms and Applications(41), Machine Learning and Algorithms(38)

Publications548 total

Preparation: data preprocessing and exploratory data analysis
Elsevier eBooks·2025
Advanced probabilistic methods
Elsevier eBooks·2025
Ensemble learning
Elsevier eBooks·2025
Beyond supervised and unsupervised learning
Elsevier eBooks·2025
Input: concepts, instances, attributes
Elsevier eBooks·2025
What’s it all about?
Elsevier eBooks·2025
Deep learning: fundamentals
Elsevier eBooks·2025
Moving on: applications and their consequences
Elsevier eBooks·2025
Probabilistic methods: fundamentals
Elsevier eBooks·2025
Advanced deep learning methods
Elsevier eBooks·2025
Algorithms: the basic methods
Elsevier eBooks·2025
Credibility: evaluating what’s been learned
Elsevier eBooks·2025· 1 cited
Extending instance-based and linear models
Elsevier eBooks·2025
Output: knowledge representation
Elsevier eBooks·2025
Ethics: what are the impacts of what’s been learned?
Elsevier eBooks·2025
More advanced machine learning schemes
Elsevier eBooks·2025
Reflections on Remixing Open Access Content into Open Educational Resources: A New Paradigm for Sustainable Data-Driven Language Learning Systems Design in Higher Education
Future education and learning spaces·2023Open Access
F-Lingo: Leveraging Smart CALL for massive open online courses
Castledown Publishers eBooks·2022· 1 cited
Searching ... in a Web
Research Commons (University of Waikato)·2020· 3 citedOpen Access
F-Lingo: Integrating lexical feature identification into MOOC platforms for learning professional and academic English
2019· 3 citedOpen Access
page 1 of 28Next →

Frequent Co-authors

Eibe Frank(19), Geoffrey Holmes(9), David Milne(7), Tim Bell(5), Craig G. Nevill-Manning(5), Olena Medelyan(5), Mark Hall(4), Mark A. Hall(4), Bernhard Pfahringer(3), John G. Cleary(3), Gordon W. Paynter(3), Carl Gutwin(3), Alistair Moffat(3), Mark A. Hall(2), Peter Reutemann(2), Radford M. Neal(2), Len Trigg(2), Leonard E. Trigg(2), Sally Jo Cunningham(2), Rodger J. McNab(2)