Mark A. Hall

Mark Hall

2008
24	EE	Eibe Frank, Mark Hall: Additive Regression Applied to a Large-Scale Collaborative Filtering Problem. Australasian Conference on Artificial Intelligence 2008: 435-446
23		Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. FLAIRS Conference 2008: 318-319
2007
22	EE	Mark Hall: A decision tree-based attribute weighting filter for naive Bayes. Knowl.-Based Syst. 20(2): 120-126 (2007)
2005
21	EE	Marc Sumner, Eibe Frank, Mark A. Hall: Speeding Up Logistic Model Tree Induction. PKDD 2005: 675-683
20		Eibe Frank, Mark A. Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer: WEKA - A Machine Learning Workbench for Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 1305-1314
19	EE	Yu Wang, Igor V. Tetko, Mark A. Hall, Eibe Frank, Axel Facius, Klaus F. X. Mayer, Hans-Werner Mewes: Gene selection from microarray data for cancer classification - a machine learning approach. Computational Biology and Chemistry 29(1): 37-46 (2005)
18	EE	Deborah Gill-Hesselgrave, Mark Hall: Ease your design anguish. Interactions 12(1): 12-17 (2005)
17	EE	Niels Landwehr, Mark Hall, Eibe Frank: Logistic Model Trees. Machine Learning 59(1-2): 161-205 (2005)
2004
16	EE	Stefan Mutter, Mark Hall, Eibe Frank: Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining. Australian Conference on Artificial Intelligence 2004: 538-549
15	EE	Anthony McGregor, Mark Hall, Perry Lorier, James Brunskill: Flow Clustering Using Machine Learning Techniques. PAM 2004: 205-214
14	EE	Eibe Frank, Mark Hall, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten: Data mining in bioinformatics using Weka. Bioinformatics 20(15): 2479-2481 (2004)
2003
13	EE	Niels Landwehr, Mark Hall, Eibe Frank: Logistic Model Trees. ECML 2003: 241-252
12	EE	Eibe Frank, Mark Hall: Visualizing Class Probability Estimators. PKDD 2003: 168-179
11		Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. UAI 2003: 249-256
10	EE	Mark Hall, Geoffrey Holmes: Benchmarking Attribute Selection Techniques for Discrete Class Data Mining. IEEE Trans. Knowl. Data Eng. 15(6): 1437-1447 (2003)
2002
9	EE	Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall: Racing Committees for Large Datasets. Discovery Science 2002: 153-164
8	EE	Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass Alternating Decision Trees. ECML 2002: 161-172
2001
7	EE	Eibe Frank, Mark Hall: A Simple Approach to Ordinal Classification. ECML 2001: 145-156
6	EE	Andrew Turpin, Eibe Frank, Mark Hall, Ian H. Witten, Chris A. Johnson: Determining Progression in Glaucoma Using Visual Fields. PAKDD 2001: 136-147
5	EE	Malcolm Ware, Eibe Frank, Geoffrey Holmes, Mark Hall, Ian H. Witten: Interactive machine learning: letting users build classifiers. Int. J. Hum.-Comput. Stud. 55(3): 281-292 (2001)
2000
4		Mark A. Hall: Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning. ICML 2000: 359-366
1999
3		Geoffrey Holmes, Mark Hall, Eibe Frank: Generating Rule Sets from Model Trees. Australian Joint Conference on Artificial Intelligence 1999: 1-12
2		Mark A. Hall, Lloyd A. Smith: Feature Selection for Machine Learning: Comparing a Correlation-Based Filter Approach to the Wrapper. FLAIRS Conference 1999: 235-239
1995
1	EE	Mark A. Hall: Selection of Attributes for Modeling Bach Chorales by a Genetic Algorithm. ANNES 1995: 182-189

Coauthor Index

1	James Brunskill	[15]
2	Axel Facius	[19]
3	Eibe Frank	[3] [5] [6] [7] [8] [9] [11] [12] [13] [14] [16] [17] [19] [20] [21] [23] [24]
4	Deborah Gill-Hesselgrave	[18]
5	Geoffrey Holmes	[3] [5] [8] [9] [10] [14] [20]
6	Chris A. Johnson	[6]
7	Richard Kirkby	[8] [9] [20]
8	Niels Landwehr	[13] [17]
9	Perry Lorier	[15]
10	Klaus F. X. Mayer	[19]
11	Anthony McGregor	[15]
12	Hans-Werner Mewes	[19]
13	Stefan Mutter	[16]
14	Bernhard Pfahringer	[8] [11] [20]
15	Lloyd A. Smith	[2]
16	Marc Sumner	[21]
17	Igor V. Tetko	[19]
18	Leonard E. Trigg (Len Trigg)	[14]
19	Andrew Turpin	[6]
20	Yu Wang	[19]
21	Malcolm Ware	[5]
22	Ian H. Witten	[5] [6] [14]

Colors in the list of coauthors