-
1
-
-
0032645080
-
An empirical comparison of voting classification algorithms: Bagging, boosting, and variants
-
E. Bauer and R. Kohavi, "An empirical comparison of voting classification algorithms: Bagging, boosting, and variants," Machine Learning, vol. 36, pp. 105-139, 1999.
-
(1999)
Machine Learning
, vol.36
, pp. 105-139
-
-
Bauer, E.1
Kohavi, R.2
-
2
-
-
51349087246
-
An extensible system for sleep activity pattern monitoring
-
J. Biswas, M. Jayachandran, L. Shue, W. Xiao, and P. Yap, "An extensible system for sleep activity pattern monitoring," in 3rd International Conference on Intelligent Sensors, Sensor Networks and Information, ISSNIP2007, 2007, pp. 561-565.
-
(2007)
3rd International Conference on Intelligent Sensors, Sensor Networks and Information, ISSNIP2007
, pp. 561-565
-
-
Biswas, J.1
Jayachandran, M.2
Shue, L.3
Xiao, W.4
Yap, P.5
-
3
-
-
0030211964
-
Bagging predictors
-
L. Breiman, "Bagging predictors," Machine Learning, vol. 24, pp. 123-140, 1996.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
4
-
-
0003802343
-
-
Belmont, California: Wadsworth International Group
-
L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regression Trees. Belmont, California: Wadsworth International Group, 1984.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
5
-
-
78650852263
-
Mobile middleware for wireless body area network
-
X. Chen, A. Waluyo, I. Pek, and W.-S. Yeoh, "Mobile middleware for wireless body area network," in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2010, 2010, pp. 5504-5507.
-
(2010)
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2010
, pp. 5504-5507
-
-
Chen, X.1
Waluyo, A.2
Pek, I.3
Yeoh, W.-S.4
-
6
-
-
34548494837
-
Automated classification reveals morphological factors associated with dementia
-
D. Cornforth and H. Jelinek, "Automated classification reveals morphological factors associated with dementia," Applied Soft Computing, vol. 8, pp. 182-190, 2007.
-
(2007)
Applied Soft Computing
, vol.8
, pp. 182-190
-
-
Cornforth, D.1
Jelinek, H.2
-
7
-
-
78049296520
-
Consensus clustering and supervised classification for profiling phishing emails in internet commerce security
-
Knowledge Management and Acquisition for Smart Systems and Services, PKAW2010
-
R. Dazeley, J. Yearwood, B. Kang, and A. Kelarev, "Consensus clustering and supervised classification for profiling phishing emails in internet commerce security," in Knowledge Management and Acquisition for Smart Systems and Services, PKAW2010, Lecture Notes in Computer Science, vol. 6232, 2010, pp. 235-246.
-
(2010)
Lecture Notes in Computer Science
, vol.6232
, pp. 235-246
-
-
Dazeley, R.1
Yearwood, J.2
Kang, B.3
Kelarev, A.4
-
8
-
-
84870797422
-
-
viewed 7 June 2012
-
ECG for Iphone, www.alibaba.com/product-gs/521812907/new-product ECG for Iphone under.html, viewed 7 June 2012.
-
ECG for Iphone
-
-
-
9
-
-
0018945070
-
The natural history of diabetic autonomic neuropathy
-
D. Ewing, J. Campbell, and B. Clarke, "The natural history of diabetic autonomic neuropathy," Q. J. Med., vol. 49, pp. 95-100, 1980.
-
(1980)
Q. J. Med.
, vol.49
, pp. 95-100
-
-
Ewing, D.1
Campbell, J.2
Clarke, B.3
-
10
-
-
0021984563
-
The value of cardiovascular autonomic function tests: 10 years experience in diabetes
-
D. Ewing, C. Martyn, R. Young, and B. Clarke, "The value of cardiovascular autonomic function tests: 10 years experience in diabetes," Diabetes Care, vol. 8, pp. 491-498, 1985.
-
(1985)
Diabetes Care
, vol.8
, pp. 491-498
-
-
Ewing, D.1
Martyn, C.2
Young, R.3
Clarke, B.4
-
11
-
-
4143140134
-
Diabetic cardiomyopathy: Evidence, mechanisms, and therapeutic implications
-
Z. Fang, J. Prins, and T. Marwick, "Diabetic cardiomyopathy: evidence, mechanisms, and therapeutic implications," Endocr. Rev., vol. 25, pp. 543-567, 2004.
-
(2004)
Endocr. Rev.
, vol.25
, pp. 543-567
-
-
Fang, Z.1
Prins, J.2
Marwick, T.3
-
12
-
-
14344258244
-
Solving cluster ensemble problems by bipartite graph partitioning
-
New York, NY, USA: ACM
-
X. Fern and C. Brodley, "Solving cluster ensemble problems by bipartite graph partitioning," in 21st International Conference on Machine Learning, ICML'04, vol. 69. New York, NY, USA: ACM, 2004, pp. 36-43.
-
(2004)
21st International Conference on Machine Learning, ICML'04
, vol.69
, pp. 36-43
-
-
Fern, X.1
Brodley, C.2
-
15
-
-
79952341204
-
Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection
-
S. Huda, H. Jelinek, B. Ray, A. Stranieri, and J. Yearwood, "Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection," in Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010, 2010, pp. 297-302.
-
(2010)
Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010
, pp. 297-302
-
-
Huda, S.1
Jelinek, H.2
Ray, B.3
Stranieri, A.4
Yearwood, J.5
-
16
-
-
79953818016
-
Heart rate variability and QT dispersion in a cohort of diabetes patients
-
H. Jelinek, A. Khandoker, M. Palaniswami, and S. McDonald, "Heart rate variability and QT dispersion in a cohort of diabetes patients," Computing in Cardiology, vol. 37, pp. 613-616, 2010.
-
(2010)
Computing in Cardiology
, vol.37
, pp. 613-616
-
-
Jelinek, H.1
Khandoker, A.2
Palaniswami, M.3
McDonald, S.4
-
17
-
-
84862298785
-
Machine learning and pattern classification in identification of indigenous retinal pathology
-
H. Jelinek, A. Rocha, T. Carvalho, S. Goldenstein, and J. Wainer, "Machine learning and pattern classification in identification of indigenous retinal pathology," in Proceedings IEEE Conference Eng. Med. Biol. Soc., 2011, pp. 5951-5954.
-
Proceedings IEEE Conference Eng. Med. Biol. Soc., 2011
, pp. 5951-5954
-
-
Jelinek, H.1
Rocha, A.2
Carvalho, T.3
Goldenstein, S.4
Wainer, J.5
-
18
-
-
85006288116
-
A new model for classifying DNA code inspired by neural networks and FSA
-
Advances in Knowledge Acquisition and Management 19th Australian Joint Conference on Artificial Intelligence, AI06
-
B. Kang, A. Kelarev, A. Sale, and R. Williams, "A new model for classifying DNA code inspired by neural networks and FSA," in Advances in Knowledge Acquisition and Management 19th Australian Joint Conference on Artificial Intelligence, AI06, Lecture Notes in Computer Science, vol. 4303, 2006, pp. 187-198.
-
(2006)
Lecture Notes in Computer Science
, vol.4303
, pp. 187-198
-
-
Kang, B.1
Kelarev, A.2
Sale, A.3
Williams, R.4
-
19
-
-
0003734628
-
-
University of Minnesota, Department of Computer Science and Engineering, Army HPC Research Centre, Minneapolis, Technical Report
-
G. Karypis and V. Kumar, "METIS: A software package for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices," University of Minnesota, Department of Computer Science and Engineering, Army HPC Research Centre, Minneapolis, Technical Report, 1998.
-
(1998)
METIS: A Software Package for Partitioning Unstructured Graphs, Partitioning Meshes, and Computing Fill-reducing Orderings of Sparse Matrices
-
-
Karypis, G.1
Kumar, V.2
-
20
-
-
68049116871
-
Clustering algorithms for ITS sequence data with alignment metrics
-
Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, AI06
-
A. Kelarev, B. Kang, and D. Steane, "Clustering algorithms for ITS sequence data with alignment metrics," in Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, AI06, Lecture Notes in Artificial Intelligence, vol. 4304, 2006, pp. 1027-1031.
-
(2006)
Lecture Notes in Artificial Intelligence
, vol.4304
, pp. 1027-1031
-
-
Kelarev, A.1
Kang, B.2
Steane, D.3
-
21
-
-
61849165135
-
Identifying diabetic patients with cardiac autonomic neuropathy by heart rate complexity analysis
-
A. Khandoker, H. Jelinek, and M. Palaniswami, "Identifying diabetic patients with cardiac autonomic neuropathy by heart rate complexity analysis," BioMedical Engineering OnLine, vol. 8, pp. http://www. biomedical-engineering-online.com/content/8/1/3, 2009.
-
(2009)
BioMedical Engineering OnLine
, vol.8
-
-
Khandoker, A.1
Jelinek, H.2
Palaniswami, M.3
-
23
-
-
7444251779
-
Compact dual ensembles for active learning
-
Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2004
-
A. Mandvikar, H. Liu, and H. Motoda, "Compact dual ensembles for active learning," in Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2004, Lecture Notes in Computer Science 3056, 2004, pp. 293-297.
-
(2004)
Lecture Notes in Computer Science
, vol.3056
, pp. 293-297
-
-
Mandvikar, A.1
Liu, H.2
Motoda, H.3
-
24
-
-
10444259853
-
Creating diversity in ensembles using artificial data
-
P. Melville and R. Mooney, "Creating diversity in ensembles using artificial data," Information Fusion, vol. 6, pp. 99-111, 2005.
-
(2005)
Information Fusion
, vol.6
, pp. 99-111
-
-
Melville, P.1
Mooney, R.2
-
25
-
-
70449652890
-
Improving clinical data warehouse performance via a windowing data structure architecture
-
J. Nealon, W. Rahayu, and E. Pardede, "Improving clinical data warehouse performance via a windowing data structure architecture," in Proceedings of International Conference on Computational Science and Its Applications, ICCSA09, 2009, pp. 243-253.
-
(2009)
Proceedings of International Conference on Computational Science and Its Applications, ICCSA09
, pp. 243-253
-
-
Nealon, J.1
Rahayu, W.2
Pardede, E.3
-
26
-
-
84863684112
-
WEKA machine learning classification in identifying autonomic dysfunction parameters associated with ACE insertion/deletion genotypes
-
E. Ng, B. Hambly, C. McLachlan, S. Matthews, and H. Jelinek, "WEKA machine learning classification in identifying autonomic dysfunction parameters associated with ACE insertion/deletion genotypes," in Proceedings of the IASTED International Conference Biomedical Engineering, BioMed 2012, 2012, pp. 161-66.
-
(2012)
Proceedings of the IASTED International Conference Biomedical Engineering, BioMed 2012
, pp. 161-166
-
-
Ng, E.1
Hambly, B.2
McLachlan, C.3
Matthews, S.4
Jelinek, H.5
-
27
-
-
77950997926
-
Motion-based wake-up scheme for ambulatory monitoring in wireless body sensor networks
-
I. Pek, A. Waluyo, W.-S. Yeoh, and X. Chen, "Motion-based wake-up scheme for ambulatory monitoring in wireless body sensor networks," in Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2009, 2009, pp. 2454-2457.
-
(2009)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2009
, pp. 2454-2457
-
-
Pek, I.1
Waluyo, A.2
Yeoh, W.-S.3
Chen, X.4
-
28
-
-
84870782719
-
-
viewed 7 June 2012
-
Polar RCX5, www.fitshop.com.au/Polar%20Triathlon%20Heart% 20Rate%20Monitors/Polar%20RCX5, viewed 7 June 2012.
-
Polar RCX5
-
-
-
30
-
-
84958554285
-
An evaluation of grading classifiers advances in intelligent data analysis
-
Advances in Intelligent Data Analysis
-
A. Seewald and J. Fuernkranz, "An evaluation of grading classifiers advances in intelligent data analysis," in Advances in Intelligent Data Analysis, Lecture Notes in Computer Science 2189/2001, 2001, pp. 115-124.
-
(2001)
Lecture Notes in Computer Science 2189/2001
, pp. 115-124
-
-
Seewald, A.1
Fuernkranz, J.2
-
31
-
-
79959304413
-
Resource-aware ECG analysis on mobile devices
-
A. Sinha, H. Tayebi, S. Krishnaswamy, A. Waluyo, and M. Gaber, "Resource-aware ECG analysis on mobile devices," in Proceedings of the 2011 ACM Symposium on Applied Computing, SAC11, 2011, pp. 1012-1013.
-
(2011)
Proceedings of the 2011 ACM Symposium on Applied Computing, SAC11
, pp. 1012-1013
-
-
Sinha, A.1
Tayebi, H.2
Krishnaswamy, S.3
Waluyo, A.4
Gaber, M.5
-
32
-
-
54049098897
-
A service-specific middleware for flexible deployment of wireless body area network applications
-
Y. Song, W. Xiao, A. Waluyo, X. Chen, and J. Wu, "A service-specific middleware for flexible deployment of wireless body area network applications," in 2008 IEEE International Conference on Multimedia and Expo, 2008, pp. 1041-1044.
-
(2008)
2008 IEEE International Conference on Multimedia and Expo
, pp. 1041-1044
-
-
Song, Y.1
Xiao, W.2
Waluyo, A.3
Chen, X.4
Wu, J.5
-
33
-
-
82055185235
-
RASAX: Resource-aware symbolic aggregate approximation for mobile ECG analysis
-
H. Tayebi, S. Krishnaswamy, A. Waluyo, A. Sinha, and M. Gaber, "RASAX: Resource-aware symbolic aggregate approximation for mobile ECG analysis," in Proceedings of the 12th IEEE International Conference on Mobile Data Management, MDM11, vol. 1, 2011, pp. 289-290.
-
(2011)
Proceedings of the 12th IEEE International Conference on Mobile Data Management, MDM11
, vol.1
, pp. 289-290
-
-
Tayebi, H.1
Krishnaswamy, S.2
Waluyo, A.3
Sinha, A.4
Gaber, M.5
-
35
-
-
77950990390
-
Footpaths: Fusion of mobile outdoor personal advisor for walking route and health fitness
-
A. Waluyo, I. Pek, W.-S. Yeoh, T. Kok, and X. Chen, "Footpaths: Fusion of mobile outdoor personal advisor for walking route and health fitness," in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2009, 2009, pp. 5155-5158.
-
(2009)
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC2009
, pp. 5155-5158
-
-
Waluyo, A.1
Pek, I.2
Yeoh, W.-S.3
Kok, T.4
Chen, X.5
-
36
-
-
77956359116
-
MobiSense: Mobile body sensor network for ambulatory monitoring
-
pp. Article 13
-
A. Waluyo, W.-S. Yeoh, I. Pek, Y. Yong, and X. Chen, "MobiSense: Mobile body sensor network for ambulatory monitoring," ACM Transactions on Embedded Computing Systems, vol. 10, pp. Article 13, 30 pages, 2010.
-
(2010)
ACM Transactions on Embedded Computing Systems
, vol.10
, pp. 30
-
-
Waluyo, A.1
Yeoh, W.-S.2
Pek, I.3
Yong, Y.4
Chen, X.5
-
37
-
-
0034247206
-
Multiboosting: A technique for combining boosting and wagging
-
G. Webb, "Multiboosting: A technique for combining boosting and wagging," Machine Learning, vol. 40, pp. 159 - 196, 2000.
-
(2000)
Machine Learning
, vol.40
, pp. 159-196
-
-
Webb, G.1
-
40
-
-
0026692226
-
Stacked generalization
-
D. Wolpert, "Stacked generalization," Neural Networks, vol. 5, pp. 241-259, 1992.
-
(1992)
Neural Networks
, vol.5
, pp. 241-259
-
-
Wolpert, D.1
-
41
-
-
84898257660
-
Experimental analysis of data mining algorithms for a graph-structured JLA dataset
-
IGI Global
-
J. Yearwood, A. Bagirov, and A. Kelarev, "Experimental analysis of data mining algorithms for a graph-structured JLA dataset," in Machine Learning Algorithms for Problem Solving in Computational Applications: Intelligent Techniques. IGI Global, 2012, pp. 47-58.
-
(2012)
Machine Learning Algorithms for Problem Solving in Computational Applications: Intelligent Techniques
, pp. 47-58
-
-
Yearwood, J.1
Bagirov, A.2
Kelarev, A.3
-
42
-
-
84870507109
-
Applying clustering and ensemble clustering approaches to phishing profiling
-
J. Yearwood, D. Webb, L. Ma, P. Vamplew, B. Ofoghi, and A. Kelarev, "Applying clustering and ensemble clustering approaches to phishing profiling," in Data Mining and Analytics 2009, Proc. 8th Australasian Data Mining Conference: AusDM 2009, CRPIT, vol. 101, 2009, pp. 25-34.
-
(2009)
Data Mining and Analytics 2009, Proc. 8th Australasian Data Mining Conference: AusDM 2009, CRPIT
, vol.101
, pp. 25-34
-
-
Yearwood, J.1
Webb, D.2
Ma, L.3
Vamplew, P.4
Ofoghi, B.5
Kelarev, A.6
-
43
-
-
76449120682
-
Experimental investigation of classification algorithms for ITS dataset
-
J. Yearwood, B. Kang, and A. Kelarev, "Experimental investigation of classification algorithms for ITS dataset," in Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, Hanoi, Vietnam, 15-16 December 2008, 2008, pp. 262-272.
-
(2008)
Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, Hanoi, Vietnam, 15-16 December 2008
, pp. 262-272
-
-
Yearwood, J.1
Kang, B.2
Kelarev, A.3
|