mmunson's library 147 articles Export

	Advantages of Volunteer-Based Biodiversity Monitoring in Europe [My Copy] Conservation Biology, Vol. 23, No. 2. (2009), pp. 307-316. by Dirk S. Schmeller, Y. Pierre-Yves Henr, D. Romain Julliar, et al.R. Bernd Grube, T. Jean Clober, K. Frank Dzioc, L. Szabolcs Lengye, I. Piotr Nowick, I. Eszter Dér, S. Eduardas Budry, L. Tiiu Kul, I. Kadri Tal, H. Bianca Bauc, E. Josef Settel, Y. Chris van Swaa, R. Andrej Koble, J. Valerija Babi, U. Eva Papastergiado, E. Klaus Henl posted to monitoring ecology citizen-science by mmunson on 2009-10-29 08:30:26 as along with 2 people kaiserm eehardie
	Model-free reinforcement learning as mixture learning [My Copy] In ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning (2009), pp. 1081-1088. by Nikos Vlassis, Marc Toussaint posted to no-tag by mmunson on 2009-09-04 16:46:53 as
	An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection [My Copy] Pattern Recognition and Machine Intelligence (2007), pp. 341-348. by T. Padmaja, Narendra Dhulipalla, P. Krishna, Raju Bapi, A. Laha posted to unbalanced-data by mmunson on 2009-07-14 03:45:32 as
	Sensitivity of predictive species distribution models to change in grain size [My Copy] Diversity and Distributions, Vol. 13, No. 3. (May 2007), pp. 332-340. by Antoine Guisan, Catherine H. Graham, Jane Elith, Falk Huettmann posted to ecology methodology spatial-models species-distribution by mmunson on 2009-06-30 15:32:28 as along with 1 person sterna
	AUC: a misleading measure of the performance of predictive distribution models [My Copy] Global Ecology and Biogeography, Vol. 17, No. 2. (2008), pp. 145-151. by Jorge M. Lobo, Alberto Jiménez-Valverde, Raimundo Real posted to ecology evaluation methodology by mmunson on 2009-06-29 23:36:36 as along with 1 person Flit
	On the impact of fusion strategies on classification errors for large ensembles of classifiers [My Copy] Pattern Recognition, Vol. 39, No. 11. (November 2006), pp. 1963-1978. by Joao B. Cabrera posted to ensemble-learning by mmunson on 2009-06-23 18:41:11 as along with 1 person assad79
	Anomaly Detection: A Survey [My Copy] ACM Computing Surveys (September 2009) by Varun Chandola, Arindam Banerjee, Vipin Kumar posted to anomaly-detection fraud-detection outlier-detection survey by mmunson on 2009-05-25 19:44:33 as along with 1 person compbio
	LOCI: fast outlier detection using the local correlation integral [My Copy] Data Engineering, 2003. Proceedings. 19th International Conference on (2003), pp. 315-326. by S. Papadimitriou, H. Kitagawa, P. B. Gibbons, C. Faloutsos posted to anomaly-detection nearest-neighbor outlier-detection by mmunson on 2009-05-25 18:33:04 as along with 1 person sdvillal
	LOF: Identifying Density-Based Local Outliers [My Copy] ACM SIGMOD Record, Vol. 29, No. 2. (June 2000), pp. 93-104. by Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, J&\#246;rg Sander posted to anomaly-detection nearest-neighbor by mmunson on 2009-05-25 16:41:31 as along with 4 people redmilk sdvillal kklo tavallaee
	A comparative study of anomaly detection schemes in network intrusion detection [My Copy] In In Proceedings of the Third SIAM International Conference on Data Mining (2003) by Ar Lazarevic, Aysel Ozgur, Levent Ertoz, Jaideep Srivastava, Vipin Kumar posted to anomaly-detection empirical-study intrusion-detection by mmunson on 2009-05-23 00:48:07 as
	Feature bagging for outlier detection [My Copy] In KDD '05: Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining (2005), pp. 157-166. by Aleksandar Lazarevic, Vipin Kumar posted to anomaly-detection ensemble-learning feature-bagging outlier-detection by mmunson on 2009-05-11 22:41:10 as along with 2 people lfriedl sdvillal
	Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank Distributions [My Copy] Neural Networks, 2006. IJCNN '06. International Joint Conference on In Neural Networks, 2006. IJCNN '06. International Joint Conference on (2006), pp. 2166-2173. by P. F. Evangelista, M. J. Embrechts, B. K. Szymanski posted to ensemble-learning outlier-detection ranking roc svm by mmunson on 2009-05-11 22:22:21 as
	Using an Ensemble of One-Class SVM Classifiers to Harden Payload-based Anomaly Detection Systems [My Copy] In ICDM '06: Proceedings of the Sixth International Conference on Data Mining (2006), pp. 488-498. by Roberto Perdisci, Guofei Gu, Wenke Lee posted to anomaly-detection ensemble-learning svm by mmunson on 2009-05-11 20:58:36 as along with 1 person sdvillal
	Statistical Fraud Detection: A Review [My Copy] Statistical Science, Vol. 17, No. 3. (2002), pp. 235-255. by Richard J. Bolton, David J. Hand posted to fraud-detection novelty-detection survey by mmunson on 2009-05-11 20:30:30 as
	Ensemble methods for anomaly detection and distributed intrusion detection in Mobile Ad-Hoc Networks [My Copy] Information Fusion, Vol. 9, No. 1. (January 2008), pp. 96-119. by J. Cabrera, C. Gutierrez, R. Mehra posted to anomaly-detection ensemble-learning intrusion-detection by mmunson on 2009-05-11 19:26:31 as
	An Intrusion Detection System Based on the Clustering Ensemble [My Copy] Anti-counterfeiting, Security, Identification, 2007 IEEE International Workshop on In Anti-counterfeiting, Security, Identification, 2007 IEEE International Workshop on (2007), pp. 121-124. by Fangfei Weng, Qingshan Jiang, Liang Shi, Nannan Wu posted to anomaly-detection cluster-ensembles intrusion-detection by mmunson on 2009-05-11 19:00:06 as
	Minimum Volume Embedding [My Copy] In AISTATS (March 2007), pp. 460-467. by Blake Shaw, Tony Jebara posted to dimensionality-reduction nonlinear unsupervised visualization by mmunson on 2009-05-06 17:08:44 as
	Dimensionality reduction and visualization in principal component analysis. [My Copy] Analytical chemistry, Vol. 80, No. 13. (1 July 2008), pp. 4933-4944. by G. Ivosev, L. Burton, R. Bonner posted to dimensionality-reduction groups pca unsupervised by mmunson on 2009-05-06 14:31:35 as along with 1 person guhjy
	Supervised nonlinear dimensionality reduction for visualization and classification [My Copy] Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on In Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, Vol. 35, No. 6. (2005), pp. 1098-1107. by Xin Geng, De-Chuan Zhan, Zhi-Hua Zhou posted to dimensionality-reduction feature-extraction visualization by mmunson on 2009-05-06 14:21:10 as
	Do Feeder Counts Reliably Indicate Bird Population Changes? 21 Years of Winter Bird Counts in Ontario, Canada [My Copy] The Condor, Vol. 104, No. 2. (May 2002), pp. 255-270. by Denis Lepage, Charles M. Francis posted to ecology by mmunson on 2009-04-28 15:04:05 as
	Hierarchical Spatial Models of Abundance and Occurrence from Imperfect Survey Data [My Copy] Ecological Monographs, Vol. 77, No. 3. (August 2007), pp. 465-481. by Andrew J. Royle, Marc Kery, Roland Gautier, Hans Schmid posted to detection-bias ecology habitat-modeling spatial-models species-distribution by mmunson on 2009-04-24 15:56:10 as
	Parsimony in landscape metrics: Strength, universality, and consistency [My Copy] Ecological Indicators, Vol. 8, No. 5. (September 2008), pp. 691-703. by S. Cushman, K. Mcgarigal, M. Neel posted to ecology feature-extraction habitat-modeling unsupervised by mmunson on 2009-04-24 15:49:08 as
	Can landscape indices predict ecological processes consistently? [My Copy] Landscape Ecology, Vol. 16, No. 3. (1 April 2001), pp. 235-254. by Lutz Tischendorf posted to ecology habitat-modeling methodology species-distribution by mmunson on 2009-04-24 14:35:35 as
	Fauna habitat modelling and mapping: A review and case study in the Lower Hunter Central Coast region of NSW [My Copy] Austral Ecology, Vol. 30, No. 7. (November 2005), pp. 719-738. by Brendan A. Wintle, J. A. N. E. Elith, Joanne M. Potts posted to conservation-planning ecology habitat-modeling methodology species-distribution by mmunson on 2009-04-24 01:41:55 as along with 2 people my_bookmarks maw
	Effect of Expert Opinion on the Predictive Ability of Environmental Models of Bird Distribution [My Copy] Conservation Biology, Vol. 19, No. 2. (April 2005), pp. 512-522. by Seoane Javier, Bustamante Javier, Diaz-Delgado Ricardo posted to ecology extrapolation habitat-modeling methodology species-distribution by mmunson on 2009-04-24 01:38:23 as along with 1 person dmajka
	Spatial Prediction of Species Distribution: An Interface between Ecological Theory and Statistical Modelling [My Copy] Ecological Modeling, Vol. 157, No. 2-3. (November 2002), pp. 101-118. by M. P. Austin posted to ecology habitat-modeling methodology species-distribution by mmunson on 2009-04-23 21:03:09 as
	Are Niche-based Species Distribution Models Transferable in Space? [My Copy] Journal of Biogeography, Vol. 33, No. 10. (October 2006), pp. 1689-1703. by Christophe F. Randin, Thomas Dirnbock, Stefan Dullinger, Niklaus E. Zimmermann, Massimiliano Zappa, Antoine Guisan posted to ecology extrapolation habitat-modeling methodology species-distribution by mmunson on 2009-04-23 20:47:10 as along with 1 person cam_webb
	Evaluating the Predictive Performance of Habitat Models Developed using Logistic Regression [My Copy] Ecological Modeling, Vol. 133, No. 3. (September 2000), pp. 225-245. by Jennie Pearce, Simon Ferrier posted to ecology habitat-modeling methodology species-distribution by mmunson on 2009-04-23 19:30:32 as
	Validation of species-climate impact models under climate change [My Copy] Global Change Biology, Vol. 11, No. 9. (September 2005), pp. 1504-1513. by Miguel B. Araujo, Richard G. Pearson, Wilfried Thuiller, Markus Erhard posted to ecology forecasting habitat-modeling methodology species-distribution by mmunson on 2009-04-23 19:17:12 as along with 2 people and 2 groups Flit glocl biodiversity_conservation Global_biodiversity_model
	Predictive Habitat Distribution Models in Ecology [My Copy] Ecological Modeling, Vol. 135, No. 2-3. (December 2000), pp. 147-186. by Antoine Guisan, Niklaus E. Zimmermann posted to ecology habitat-modeling species-distribution survey by mmunson on 2009-04-23 19:12:51 as
	Novel methods improve prediction of species distributions from occurrence data [My Copy] Ecography, Vol. 29, No. 2. (April 2006), pp. 129-151. by Jane Elith, Catherine H. Graham, Robert P. Anderson, et al.Miroslav Dudik, Simon Ferrier, Antoine Guisan, Robert J. Hijmans, Falk Huettmann, John R. Leathwick, Anthony Lehmann, Jin Li, Lucia G. Lohmann, Bette A. Loiselle, Glenn Manion, Craig Moritz, Miguel Nakamura, Yoshinori Nakazawa, Jacob, Townsend A. Peterson, Steven J. Phillips, Karen Richardson, Ricardo Scachetti-Pereira, Robert E. Schapire, Jorge Soberon, Stephen Williams, Mary S. Wisz, Niklaus E. Zimmermann posted to ecology habitat-modeling presence-only species-distribution by mmunson on 2009-04-23 18:50:44 as along with 8 people and 3 groups kaiserm phig gdebandi dekay23 liucun Flit neteler cmm biodiversity_conservation Global_biodiversity_model FAB-lab
	Simplifying decision trees: A survey [My Copy] Knowl. Eng. Rev., Vol. 12, No. 1. (1997), pp. 1-40. by Leonard A. Breslow, David W. Aha posted to decision-tree intelligibillity pruning by mmunson on 2009-03-05 03:12:44 as
	Learning feature transforms is an easier problem than feature selection [My Copy] Pattern Recognition, 2002. Proceedings. 16th International Conference on In Pattern Recognition, 2002. Proceedings. 16th International Conference on, Vol. 2 (2002), pp. 104-107 vol.2. by K. Torkkola posted to feature-extraction feature-selection by mmunson on 2009-03-03 04:26:27 as
	Learning discriminative feature transforms to low dimensions in low dimensions [My Copy] In In Advances in neural information processing systems 14 (2001), pp. 3-8. by Kari Torkkola posted to feature-extraction information-theory by mmunson on 2009-03-03 03:45:34 as
	Feature extraction using information-theoretic learning [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 9. (2006), pp. 1385-1392. by K. E. Hild, D. Erdogmus, K. Torkkola, J. C. Principe posted to feature-extraction information-theory by mmunson on 2009-03-03 03:35:06 as
	Incorporating ecological knowledge into ecoinformatics: An example of modeling hierarchically structured aquatic communities with neural networks [My Copy] Ecological Informatics, Vol. 1, No. 1. (January 2006), pp. 33-42. by J. Olden, N. Poff, B. Bledsoe posted to ecology neural-networks by mmunson on 2009-03-02 23:53:00 as
	Separation of Mixed Audio Sources by Independent Subspace Analysis [My Copy] by Michael A. Casey posted to dimensionality-reduction independent-component-analysis by mmunson on 2009-02-26 16:19:40 as
	Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes [My Copy] Journal of Machine Learning Research, Vol. 9 (December 2008), pp. 2733-2759. by David C. Hoyle posted to dimensionality-reduction model-selection pca by mmunson on 2009-02-26 16:10:41 as along with 1 person sdvillal
	Hierarchical priors for Bayesian CART shrinkage [My Copy] Statistics and Computing, Vol. 10, No. 1. (1 January 2000), pp. 17-24. by Hugh Chipman, Robert E. Mcculloch posted to bayesian decision-tree by mmunson on 2009-02-26 14:58:08 as
	Impact of error estimation on feature selection [My Copy] Pattern Recognition, Vol. 38, No. 12. (December 2005), pp. 2472-2482. by C. Sima, S. Attoor, U. Bragneto, J. Lowey, E. Suh, E. Dougherty posted to feature-selection methodology by mmunson on 2009-01-28 16:22:01 as
	Kernel Measures of Conditional Dependence [My Copy] In NIPS 21 (2008) by Fukumizu, Gretton, Sun, Scholkopf posted to independent-component-analysis by mmunson on 2008-04-14 16:46:46 as
	Sparse ICA for blind separation of transmitted and reflected images [My Copy] International Journal of Imaging Systems and Technology, Vol. 15, No. 1. (2005), pp. 84-91. by Alexander M. Bronstein, Michael M. Bronstein, Michael Zibulevsky, Yehoshua Y. Zeevi posted to dimensionality-reduction independent-component-analysis sparsity by mmunson on 2008-03-21 03:09:41 as along with 1 person ganeshrnaik
	Conditionally independent component analysis for supervised feature extraction [My Copy] Neurocomputing, Vol. 49, No. 1-4. (December 2002), pp. 139-150. by Shotaro Akaho posted to dimensionality-reduction independent-component-analysis information-theory supervised by mmunson on 2008-03-21 00:15:17 as
	Supervised independent component analysis by maximizing relative entropy [My Copy] Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on In Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on, Vol. 2 (2004), pp. 1593-1596 vol.2. by Yaping Huang, Siwei Luo, Yingjian Qi posted to dimensionality-reduction independent-component-analysis information-theory supervised by mmunson on 2008-03-20 23:54:20 as
	Supervised Independent Component Analysis with Class Information [My Copy] Neural Information Processing (2004), pp. 1052-1057. by Manabu Kotani, Hiroki Takabatake, Seiichi Ozawa posted to dimensionality-reduction independent-component-analysis neural-networks supervised by mmunson on 2008-03-20 23:42:59 as along with 1 person eddymier
	SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis [My Copy] IEEE Transactions on Knowledge and Date Engineering, Vol. 20, No. 1. (January 2008), pp. 1-12. by Deng Cai, Xiaofei He, Jiawei Han posted to dimensionality-reduction discriminant-analysis regression sparsity by mmunson on 2008-03-19 15:54:14 as
	Generalized spectral bounds for sparse LDA [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 641-648. by Baback Moghaddam, Yair Weiss, Shai Avidan posted to dimensionality-reduction discriminant-analysis feature-extraction sparsity by mmunson on 2008-03-19 15:41:18 as
	Model selection and estimation in regression with grouped variables [My Copy] Journal of the Royal Statistical Society Series B, Vol. 68, No. 1. (February 2006), pp. 49-67. by Ming Yuan, Yi Lin posted to feature-selection lasso by mmunson on 2008-02-27 06:49:54 as along with 3 people pikipiki abellogin eddymier
	Penalized Discriminant Analysis [My Copy] Annals of Statistics, Vol. 23, No. 1. (1995), pp. 73-102. by Trevor Hastie, Andreas Buja, Robert Tibshirani posted to dimensionality-reduction discriminant-analysis feature-extraction supervised by mmunson on 2007-12-11 16:10:46 as
	Statistical Comparisons of Classifiers over Multiple Data Sets [My Copy] J. Mach. Learn. Res., Vol. 7 (2006), pp. 1-30. by Janez Demsar posted to empirical-study methodology significance-test statistical-test by mmunson on 2007-12-11 05:13:31 as along with 1 person abellogin

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feature-extraction	37
dimensionality-reduction	26
feature-selection	26
ecology	16
information-theory	15
methodology	12
habitat-modeling	11
species-distribution	11
intelligibillity	9
anomaly-detection	8
constructive-induction	8
comparison	7
ensemble-learning	7
neural-networks	7
concept-learning	6
discriminant-analysis	6
independent-component-analysis	6
minimum-description-length	6
sparsity	6
regression	5
supervised	5
unsupervised	5
clustering	4
cognitive-science	4
nonlinear	4
outlier-detection	4
rule-learning	4
variable-interaction	4
intrusion-detection	3
latent-variables	3
linear	3
survey	3
svm	3
visualization	3
comprehensibility	2
decision-tree	2
empirical-study	2
extrapolation	2
factor-analysis	2
feature-dependence	2
feature-relevance	2
fraud-detection	2
gep	2
lasso	2
nearest-neighbor	2
pca	2
spatial-models	2
structure-learning	2
active-learning	1
author-section	1
bayesian	1
bayesian-networks	1
boosting	1
category-utility	1
citizen-science	1
classification	1
cluster-ensembles	1
concept-clustering	1
conservation-planning	1
data-visualization	1
detection-bias	1
domain-adaptation	1
evaluation	1
feature-bagging	1
feature-importance-distribution	1
feature-reweighting	1
feature-subsets	1
forecasting	1
gradient-descent	1
graphical-models	1
groups	1
inductive-logic-programming	1
inductive-transfer	1
information-bottleneck	1
invariance	1
knowledge-representation	1
learning-theory	1
logical-groups	1
mimic-training	1
modeling-philosophy	1
model-selection	1
monitoring	1
non-parametric	1
novelty-detection	1
number-of-clusters	1
occams-razor	1
op-ed	1
presence-only	1
pruning	1
ranking	1
reviewing	1
roc	1
semi-supervised	1
significance-test	1
simplicity	1
statistical-test	1
text-categorization	1
theory	1
unbalanced-data	1

mmunson's library 147 articles Export

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