A comparison of supervised learning techniques in the classification of bat echolocation calls
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[1] S. Parsons,et al. Human vs. machine : identification of bat species from their echolocation calls by humans and by artificial neural networks , 2008 .
[2] THEODORE J. WELLER,et al. Mist Net Effort Required to Inventory a Forest Bat Species Assemblage , 2007 .
[3] William L. Gannon,et al. Geographic variation in the echolocation calls of the hoary bat ( Lasiurus cinereus) , 2000 .
[4] T. Kuhn,et al. The Structure of Scientific Revolutions. , 1964 .
[5] J. Hayes,et al. Bat activity in thinned, unthinned, and old-growth forests in western Oregon , 1999 .
[6] Sovan Lek,et al. Neuronal Networks: Algorithms and Architectures for Ecologists and Evolutionary Ecologists , 2000 .
[7] Joseph M. Szewczak,et al. Detecting, recording and analysing the vocalisations of bats , 2009 .
[8] Sandhya Samarasinghe,et al. Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition , 2006 .
[9] Anne E. Goodenough,et al. Social networking for biodiversity: The BeeID project , 2010, 2010 International Conference on Information Society.
[10] Kurt Hornik,et al. The support vector machine under test , 2003, Neurocomputing.
[11] B. Block,et al. A new satellite technology for tracking the movements of Atlantic bluefin tuna. , 1998, Proceedings of the National Academy of Sciences of the United States of America.
[12] Héctor Corrada Bravo,et al. Automated classification of bird and amphibian calls using machine learning: A comparison of methods , 2009, Ecol. Informatics.
[13] B. Betts. Effects of interindividual variation in echolocation calls on identification of big brown and silver-haired bats , 1998 .
[14] W. Mitchell Masters,et al. INDIVIDUAL AND GROUP VARIATION IN ECHOLOCATION CALLS OF BIG BROWN BATS, EPTESICUS FUSCUS (CHIROPTERA: VESPERTILIONIDAE) , 2001 .
[15] Gareth Jones,et al. Identification of twenty‐two bat species (Mammalia: Chiroptera) from Italy by analysis of time‐expanded recordings of echolocation calls , 2002 .
[16] C. Moss,et al. Echolocation in bats and dolphins , 2003 .
[17] S. Parsons,et al. Acoustic identification of twelve species of echolocating bat by discriminant function analysis and artificial neural networks. , 2000, The Journal of experimental biology.
[18] D. Anguita,et al. A new method for multiclass support vector machines , 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).
[19] P. Racey. Ecological and Behavioral Methods for the Study of Bats , 2011 .
[20] Habitat Associations of Bat Species in the White Mountain National Forest , 2006 .
[21] Ji Zhu,et al. Variable Selection for the Linear Support Vector Machine , 2007, Trends in Neural Computation.
[22] Sayan Mukherjee,et al. Classifying Microarray Data Using Support Vector Machines , 2003 .
[23] Surveying Forest-Bat Communities with Anabat Detectors , 2000 .
[24] J. Drake,et al. Modelling ecological niches with support vector machines , 2006 .
[25] Aaron J. Corcoran. Automated acoustic identification of nine bat species of the eastern United States , 2007 .
[26] Roger Mundry,et al. Discriminant function analysis with nonindependent data: consequences and an alternative , 2007, Animal Behaviour.
[27] James D. Malley,et al. Predictor correlation impacts machine learning algorithms: implications for genomic studies , 2009, Bioinform..
[28] T. Kuhn. The Structure of Scientific Revolutions 2nd edition , 1970 .
[29] David M. Aanensen,et al. EpiCollect: Linking Smartphones to Web Applications for Epidemiology, Ecology and Community Data Collection , 2009, PloS one.
[30] Janet L. Erickson,et al. Associations of bats with local structure and landscape features of forested stands in western Oregon and Washington , 2003 .
[31] S. Hurlbert. Pseudoreplication and the Design of Ecological Field Experiments , 1984 .
[32] A. Herr,et al. Identifaction of Bat Echolocation Calls Using a Decision Classification System. , 1997 .
[33] Thomas H. Kunz,et al. Ecological and behavioral methods for the study of bats, 2nd edition , 2009 .
[34] Max Kuhn,et al. Building Predictive Models in R Using the caret Package , 2008 .
[35] M. Fenton,et al. Choosing the correct' bat detector , 2000 .
[36] M. Fenton,et al. Recognition of Species of Insectivorous Bats by Their Echolocation Calls , 1981 .
[37] Halbert White,et al. Artificial Neural Networks: Approximation and Learning Theory , 1992 .
[38] Bruce W. Miller,et al. Confronting the Dogma: a Reply , 1999 .
[39] Yan Cui,et al. Prediction of the phenotypic effects of non-synonymous single nucleotide polymorphisms using structural and evolutionary information , 2005, Bioinform..
[40] Sovan Lek,et al. Artificial Neuronal Networks: Application To Ecology And Evolution , 2012 .
[41] Keith A. Hobson,et al. BAT ACTIVITY IN THE BOREAL FOREST: IMPORTANCE OF STAND TYPE AND VERTICAL STRATA , 1999 .
[42] Gareth Jones,et al. Classification of Echolocation Calls from 14 Species of Bat by Support Vector Machines and Ensembles of Neural Networks , 2009, Algorithms.
[43] G. Fellers,et al. Choosing the "correct" bat detector - A reply , 2001 .
[44] Seppo Ilmari Fagerlund,et al. Bird Species Recognition Using Support Vector Machines , 2007, EURASIP J. Adv. Signal Process..
[45] Paola Laiolo,et al. The emerging significance of bioacoustics in animal species conservation , 2010 .
[46] D. Preatoni,et al. IDENTIFYING BATS FROM TIME-EXPANDED RECORDINGS OF SEARCH CALLS: COMPARING CLASSIFICATION METHODS , 2005 .
[47] Yoshua Bengio,et al. Pattern Recognition and Neural Networks , 1995 .
[48] M. Obrist,et al. Variability in echolocation call design of 26 Swiss bat species: consequences, limits and options for automated field identification with a synergetic pattern recognition approach , 2004 .
[49] R. Barclay,et al. Bats are not birds- a cautionary note on using echolocation calls to identify bats: a comment , 1999 .
[50] Alan H. Fielding,et al. Machine Learning Methods for Ecological Applications , 2012, Springer US.
[51] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[52] Bruce W. Miller,et al. Qualitative Identification of Free-Flying Bats Using the Anabat Detector , 1999 .
[53] J. Nichols,et al. ESTIMATION OF TIGER DENSITIES IN INDIA USING PHOTOGRAPHIC CAPTURES AND RECAPTURES , 1998 .
[54] Chenn-Jung Huang,et al. Frog classification using machine learning techniques , 2009, Expert Syst. Appl..
[55] Shigeo Abe. Support Vector Machines for Pattern Classification , 2010, Advances in Pattern Recognition.
[56] D. R. Cutler,et al. Utah State University From the SelectedWorks of , 2017 .
[57] Mark D Skowronski,et al. Acoustic detection and classification of Microchiroptera using machine learning: lessons learned from automatic speech recognition. , 2006, The Journal of the Acoustical Society of America.
[58] David A Hill,et al. Acoustic Identification of Eight Species of Bat (Mammalia: Chiroptera) Inhabiting Forests of Southern Hokkaido, Japan: Potential for Conservation Monitoring , 2004, Zoological science.
[59] Alan H. Fielding,et al. How should accuracy be measured , 1999 .
[60] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[61] Kellie J. Archer,et al. Empirical characterization of random forest variable importance measures , 2008, Comput. Stat. Data Anal..
[62] L. P. J. Veelenturf,et al. Analysis and applications of artificial neural networks , 1995 .
[63] Mark D Skowronski,et al. Quantifying bat call detection performance of humans and machines. , 2009, The Journal of the Acoustical Society of America.
[64] Xianggui Qu,et al. Multivariate Data Analysis , 2007, Technometrics.
[65] S. Harris,et al. Identification of British bat species by multivariate analysis of echolocation call parameters , 1997 .
[66] M. Brock Fenton,et al. Data, Sample Sizes and Statistics Affect the Recognition of Species of Bats by Their Echolocation Calls , 2004 .
[67] George E. Marks,et al. Bats of Florida , 2006 .
[68] Lee A. Miller,et al. A Portable Ultrasonic Detection System for Recording Bat Cries in the Field , 1977 .
[69] Jennifer M. Menzel,et al. EFFECT OF HABITAT AND FORAGING HEIGHT ON BAT ACTIVITY IN THE COASTAL PLAIN OF SOUTH CAROLINA , 2005 .
[70] M. Brock Fenton,et al. A technique for monitoring bat activity with results obtained from different environments in southern Ontario , 1970 .