{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T19:58:37Z","timestamp":1780603117906,"version":"3.54.1"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"S1","license":[{"start":{"date-parts":[[2015,1,11]],"date-time":"2015-01-11T00:00:00Z","timestamp":1420934400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Robot Syst"],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1007\/s10846-014-0168-9","type":"journal-article","created":{"date-parts":[[2015,1,10]],"date-time":"2015-01-10T21:41:22Z","timestamp":1420926082000},"page":"313-330","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":64,"title":["Exploring Low Cost Laser Sensors to Identify Flying Insect Species"],"prefix":"10.1007","volume":"80","author":[{"given":"Diego F.","family":"Silva","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vin\u00edcius M. A.","family":"Souza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel P. W.","family":"Ellis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eamonn J.","family":"Keogh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gustavo E. A. P. A.","family":"Batista","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,1,11]]},"reference":[{"key":"168_CR1","doi-asserted-by":"crossref","unstructured":"Batista, G.E.A.P.A, Keogh, E.J., Mafra-Neto, A.: Sensors and software to allow computational entomology, an emerging application of data mining. In: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp 761\u2013764 (2011)","DOI":"10.1145\/2020408.2020530"},{"key":"168_CR2","doi-asserted-by":"crossref","unstructured":"Batista, G.E.A.P.A., Hao, Y., Keogh, E.J., Mafra-Neto, A.: Towards automatic classification on flying insects using inexpensive sensors. In: IEEE International Conference on Machine Learning and Applications Workshops, Vol. 1, pp 364\u2013369 (2011)","DOI":"10.1109\/ICMLA.2011.145"},{"issue":"3","key":"168_CR3","first-page":"1","volume":"28","author":"GEAPA Batista","year":"2013","unstructured":"Batista, G.E.A.P.A., Keogh, E.J., Tataw, O.M., Souza, V.M.A.: CID: an efficient complexity-invariant distance for time series. Data Min. Knowl. Disc. 28(3), 1\u201336 (2013)","journal-title":"Data Min. Knowl. Disc."},{"issue":"8","key":"168_CR4","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/S1471-4922(03)00144-2","volume":"19","author":"MQ Benedict","year":"2003","unstructured":"Benedict, M.Q., Robinson, A.S.: The first releases of transgenic mosquitoes: an argument for the sterile insect technique. Trends Parasitol. 19(8), 349\u2013355 (2003)","journal-title":"Trends Parasitol."},{"key":"168_CR5","doi-asserted-by":"crossref","unstructured":"Benesty, J., Sondhi, M.M., Huang, Y (eds.): Springer Handbook of Speech Processing. Springer, Berlin (2008)","DOI":"10.1007\/978-3-540-49127-9"},{"issue":"2","key":"168_CR6","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1109\/TASSP.1979.1163209","volume":"27","author":"S Boll","year":"1979","unstructured":"Boll, S.: Suppression of acoustic noise in speech using spectral subtraction. IEEE Trans. Acoust. Speech Signal Process. 27(2), 113\u2013120 (1979)","journal-title":"IEEE Trans. Acoust. Speech Signal Process."},{"issue":"2","key":"168_CR7","doi-asserted-by":"crossref","first-page":"1542","DOI":"10.14778\/1454159.1454226","volume":"1","author":"H Ding","year":"2008","unstructured":"Ding, H., Trajcevski, G., Scheuermann, P., Wang, X., Keogh, E.J.: Querying and mining of time series data: experimental comparison of representations and distance measures. Proceedings of the VLDB Endowment 1(2), 1542\u20131552 (2008)","journal-title":"Proceedings of the VLDB Endowment"},{"key":"168_CR8","doi-asserted-by":"crossref","unstructured":"Giusti, R., Batista, G.E.A.P.A.: An empirical comparison of dissimilarity measures for time series classification In: Brazilian Conference on Intelligent Systems, pp 82\u201388 (2013)","DOI":"10.1109\/BRACIS.2013.22"},{"key":"168_CR9","unstructured":"Hall, M.A.: Correlation-based Feature Selection for Machine Learning. Ph.D. thesis, The University of Waikato (1999)"},{"key":"168_CR10","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: A Practical Guide to Support Vector Classification. Tech. rep., Department of Computer Science, National Taiwan University (2003)"},{"key":"168_CR11","doi-asserted-by":"crossref","first-page":"S35","DOI":"10.1121\/1.1995189","volume":"57","author":"F Itakura","year":"1975","unstructured":"Itakura, F.: Line spectrum representation of linear predictor coefficients of speech signals. J. Acoust. Soc. Am. 57, S35 (1975)","journal-title":"J. Acoust. Soc. Am."},{"issue":"2622","key":"168_CR12","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1126\/science.101.2622.335","volume":"101","author":"MC Kahn","year":"1945","unstructured":"Kahn, M.C., Celestin, W., Offenhauser, W. Jr.: Recording of sounds produced by certain disease-carrying mosquitoes. Science 101(2622), 335\u2013336 (1945)","journal-title":"Science"},{"issue":"5","key":"168_CR13","doi-asserted-by":"crossref","first-page":"827","DOI":"10.4269\/ajtmh.1949.s1-29.827","volume":"29","author":"MC Kahn","year":"1949","unstructured":"Kahn, M.C., Offenhauser, W. Jr.: The identification of certain west African mosquitoes by sound. Am. J. Trop. Med. Hyg. 29(5), 827\u2013836 (1949)","journal-title":"Am. J. Trop. Med. Hyg."},{"issue":"1-3","key":"168_CR14","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1016\/S0167-8809(99)00044-4","volume":"74","author":"P Kevan","year":"1999","unstructured":"Kevan, P.: Pollinators as bioindicators of the state of the environment: species, activity and diversity. Agric. Ecosyst. Environ. 74(1-3), 373\u2013393 (1999)","journal-title":"Agric. Ecosyst. Environ."},{"issue":"1","key":"168_CR15","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1023\/A:1008280620621","volume":"7","author":"I Kononenko","year":"1997","unstructured":"Kononenko, I., S\u0307imec, E., Robnik-S\u0307ikonja, M.: Overcoming the myopia of inductive learning algorithms with RELIEFF. Appl. Intell. 7(1), 39\u201355 (1997)","journal-title":"Appl. Intell."},{"issue":"C5","key":"168_CR16","first-page":"C5","volume":"4","author":"J Krimphoff","year":"1994","unstructured":"Krimphoff, J., McAdams, S., Winsberg, S.: Caract\u00e9risation du timbre des sons complexes. ii. analyses acoustiques et quantification psychophysique.Le Journal de Physique IV 4(C5), C5\u2013625 (1994)","journal-title":"Le Journal de Physique"},{"key":"168_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-66286-7","volume-title":"Linear Prediction of Speech","author":"J Markel","year":"1976","unstructured":"Markel, J., Gray, A.: Linear Prediction of Speech, vol. 12. Springer-Verlag, New York (1976)"},{"key":"168_CR18","doi-asserted-by":"crossref","first-page":"882","DOI":"10.1121\/1.426277","volume":"105","author":"S McAdams","year":"1999","unstructured":"McAdams, S., Beauchamp, J.W., Meneguzzi, S.: Discrimination of musical instrument sounds resynthesized with simplified spectrotemporal parameters. J. Acoust. Soc. Am. 105, 882\u2013897 (1999)","journal-title":"J. Acoust. Soc. Am."},{"key":"168_CR19","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1007\/BF01048285","volume":"4","author":"A Moore","year":"1991","unstructured":"Moore, A.: Artificial neural network trained to identify mosquitoes in flight. J. Insect Behav. 4, 391\u2013396 (1991)","journal-title":"J. Insect Behav."},{"key":"168_CR20","unstructured":"Moore, A.: Development of a data acquisition system for long-term outdoor recording of insect flight activity using a photosensor In: Conference on Aerobiology and Biometeorology. American Meteorological Society (1998)"},{"issue":"6","key":"168_CR21","doi-asserted-by":"crossref","first-page":"1703","DOI":"10.1093\/jee\/79.6.1703","volume":"79","author":"A Moore","year":"1986","unstructured":"Moore, A., Miller, J.R., Tabashnik, B.E., Gage, S.H.: Automated identification of flying insects by analysis of wingbeat frequencies. J. Econ. Entomol. 79(6), 1703\u20131706 (1986)","journal-title":"J. Econ. Entomol."},{"issue":"2","key":"168_CR22","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1121\/1.1910339","volume":"41","author":"AM Noll","year":"1967","unstructured":"Noll, A.M.: Cepstrum pitch determination. J. Acoust. Soc. Am. 41(2), 293\u2013309 (1967)","journal-title":"J. Acoust. Soc. Am."},{"key":"168_CR23","volume-title":"Discrete-time signal processing, vol. 2","author":"A Oppenheim","year":"1989","unstructured":"Oppenheim, A., Schafer, R., Buck, J., et al.: Discrete-time signal processing, vol. 2. Prentice Hall, New Jersey (1989)"},{"key":"168_CR24","unstructured":"Paliwal, K., Kleijn, W.: Quantization of LPC parameters In: Speech Coding and Synthesis, pp 433\u2013466 (1995)"},{"key":"168_CR25","unstructured":"Park, T.H.: Towards Automatic Musical Instrument Timbre Recognition. Ph.D. thesis, Princeton University (2004)"},{"key":"168_CR26","doi-asserted-by":"crossref","unstructured":"Pimentel, D.: Environmental and economic costs of the application of pesticides primarily in the United States In: Integrated Pest Management: Innovation-Development Process, pp 89\u2013111 (2009)","DOI":"10.1007\/978-1-4020-8992-3_4"},{"issue":"1","key":"168_CR27","doi-asserted-by":"crossref","first-page":"1601","DOI":"10.1109\/TKDE.2011.59","volume":"23","author":"RC Prati","year":"2011","unstructured":"Prati, R.C., Batista, G.E.A.P.A., Monard, M.C.: A survey on graphical methods for classification predictive performance evaluation. IEEE Trans. Knowl. Data Eng. 23(1), 1601\u20131618 (2011)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"168_CR28","first-page":"162","volume":"51","author":"H Pollard","year":"1982","unstructured":"Pollard, H., Jansson, E.: A tristimulus method for the specification of musical timbre. Acustica 51(3), 162\u2013171 (1982)","journal-title":"Acustica"},{"key":"168_CR29","volume-title":"Digital Processing of Speech Signals, vol. 100","author":"L Rabiner","year":"1978","unstructured":"Rabiner, L., Schafer, R.: Digital processing of speech signals, Vol. 100. Prentice-Hall, Englewood Cliffs, NJ (1978)"},{"key":"168_CR30","doi-asserted-by":"crossref","unstructured":"Ratanamahatana, C.A., Keogh, E.J.: Making time-series classification more accurate using learned constraints In: SIAM International Conference on Data Mining, pp 11\u201322 (2004)","DOI":"10.1137\/1.9781611972740.2"},{"issue":"1","key":"168_CR31","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1109\/TASSP.1978.1163055","volume":"26","author":"H Sakoe","year":"1978","unstructured":"Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Transactions on Acoustics. Speech Sig. Process. 26(1), 43\u201349 (1978)","journal-title":"Speech Sig. Process."},{"key":"168_CR32","doi-asserted-by":"crossref","unstructured":"Silva, D.F., Souza, V.M.A., Batista, G.E.A.P.A., Keogh, E.J., Ellis, D.P.W.: Applying machine learning and audio analysis techniques to insect recognition in intelligent traps. In: International Conference on Machine Learning and Applications, pp 99\u2013104 (2013)","DOI":"10.1109\/ICMLA.2013.24"},{"key":"168_CR33","unstructured":"Souza, V.M.A., Silva, D.F., Garcia, P.R., Batista, G.E.A.P.A.: Avalia\u00e7\u00e3o de classificadores para o reconhecimento autom\u00e1tico de insetos (in English: Evaluation of classifiers for automatic insect recognition). In: Encontro Nacional de Intelig\u00eancia Artificial e Computacional, pp 1\u201312 (2013)"},{"issue":"3","key":"168_CR34","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1121\/1.1915893","volume":"8","author":"SS Stevens","year":"1937","unstructured":"Stevens, S.S., Volkmann, J., Newman, E.B.: A scale for the measurement of the psychological magnitude pitch. J. Acoust. Soc. Am. 8(3), 185\u2013190 (1937)","journal-title":"J. Acoust. Soc. Am."},{"issue":"1","key":"168_CR35","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1242\/jeb.51.1.59","volume":"51","author":"B Taylor","year":"1969","unstructured":"Taylor, B., Jones, M.D.R.: The circadian rhythm of flight activity in the mosquito Aedes aegypti (L.): the phase-setting effects of light-on and light-off. J. Exp. Biol. 51 1), 59\u201370 (1969)","journal-title":"J. Exp. Biol."},{"key":"168_CR36","doi-asserted-by":"crossref","unstructured":"Terasawa, H., Slaney, M., Berger, J.: The 13th Colors of Timbre, pp 323\u2013326 (2005)","DOI":"10.1109\/ASPAA.2005.1540234"},{"issue":"1","key":"168_CR37","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1242\/jeb.82.1.377","volume":"82","author":"DM Unwin","year":"1979","unstructured":"Unwin, D.M., Ellington, C.P.: An optical tachometer for measurement of the wing-beat frequency of free-flying insects. J. Exp. Biol. 82(1), 377\u2013378 (1979)","journal-title":"J. Exp. Biol."},{"key":"168_CR38","unstructured":"Walker, K.: A Review of Control Methods for African Malaria Vector. Tech. Rep. 108, Bureau for Global Health (2002)"},{"key":"168_CR39","doi-asserted-by":"crossref","unstructured":"Wang, W., Yu, X., Wang, Y.H., Swaminathan, R.: Audio fingerprint based on spectral flux for audio retrieval. In: International Conference on Audio, Language and Image Processing. IEEE, pp 1104\u20131107 (2012)","DOI":"10.1109\/ICALIP.2012.6376781"},{"issue":"2","key":"168_CR40","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s10618-012-0250-5","volume":"26","author":"X Wang","year":"2013","unstructured":"Wang, X., Mueen, A., Ding, H., Trajcevski, G., Scheuermann, P., Keogh, E.J.: Experimental comparison of representation methods and distance measures for time series data. Data Min. Knowl. Disc. 26(2), 275\u2013309 (2013)","journal-title":"Data Min. Knowl. Disc."},{"key":"168_CR41","unstructured":"W.H.O.: Dengue: Guidelines for Diagnosis, Treatment, Prevention and Control. Tech. rep., World Health Organization (2009)"},{"key":"168_CR42","unstructured":"W.H.O.: The World Malaria Report. Tech. rep., World Health Organization (2012)"},{"key":"168_CR43","doi-asserted-by":"crossref","unstructured":"Zhen, B., Wu, X., Liu, Z., Chi, H.: On the importance of components of the MFCC in speech and speaker recognition In: Annual Conference of the International Speech Communication Association, pp 487\u2013490 (2000)","DOI":"10.21437\/ICSLP.2000-313"}],"container-title":["Journal of Intelligent &amp; Robotic Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10846-014-0168-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10846-014-0168-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10846-014-0168-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T17:47:48Z","timestamp":1747417668000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10846-014-0168-9"}},"subtitle":["Evaluation of Machine Learning and Signal Processing Methods"],"short-title":[],"issued":{"date-parts":[[2015,1,11]]},"references-count":43,"journal-issue":{"issue":"S1","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["168"],"URL":"https:\/\/doi.org\/10.1007\/s10846-014-0168-9","relation":{},"ISSN":["0921-0296","1573-0409"],"issn-type":[{"value":"0921-0296","type":"print"},{"value":"1573-0409","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,11]]}}}