{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:53:28Z","timestamp":1780635208154,"version":"3.54.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"S17","license":[{"start":{"date-parts":[[2012,12,1]],"date-time":"2012-12-01T00:00:00Z","timestamp":1354320000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["BMC Bioinformatics"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1186\/1471-2105-13-s17-s25","type":"journal-article","created":{"date-parts":[[2019,1,22]],"date-time":"2019-01-22T09:44:41Z","timestamp":1548150281000},"source":"Crossref","is-referenced-by-count":52,"title":["A preliminary study on automated freshwater algae recognition and classification system"],"prefix":"10.1186","volume":"13","author":[{"given":"Mogeeb AA","family":"Mosleh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hayat","family":"Manssor","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sorayya","family":"Malek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pozi","family":"Milow","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aishah","family":"Salleh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2012,12,13]]},"reference":[{"key":"5489_CR1","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/S0376-6357(02)00166-3","volume":"61","author":"RJ Stevenson","year":"2003","unstructured":"Stevenson RJ: Preexposure to stimulus elements, but not training to detect them, retards odour-taste learning. Behavioral Processes. 2003, 61: 13-25. 10.1016\/S0376-6357(02)00166-3. 2001","journal-title":"Behavioral Processes"},{"key":"5489_CR2","volume-title":"Intern Development and Research Centre of Canada","author":"A Anton","year":"1991","unstructured":"Anton A: Algae in the conservation and management of freshwaters. Malayan Nature Society. Intern Development and Research Centre of Canada. 1991"},{"key":"5489_CR3","first-page":"23","volume-title":"Biological monitoring of aquatic systems","author":"R Patrick","year":"1994","unstructured":"Patrick R: What are the requirements for an effective biomonitor?. Biological monitoring of aquatic systems. Edited by: Loeb SL, Spacie A. 1994, Lewis Publishers, Boca Raton, 23-29."},{"key":"5489_CR4","first-page":"388","volume":"45","author":"PFM Coesel","year":"1983","unstructured":"Coesel PFM: The significance of desmids as indicators of thetrophic status of freshwaters. Schweiz Z Hydrol. 1983, 45: 388-393.","journal-title":"Schweiz Z Hydrol"},{"key":"5489_CR5","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1008985018197","volume":"10","author":"PFM Coesel","year":"2001","unstructured":"Coesel PFM: A method for quantifying conservation value in lentic freshwater habitats using desmids as indicator organisms. Biodivers Conserv. 2001, 10: 177-178. 10.1023\/A:1008985018197.","journal-title":"Biodivers Conserv"},{"key":"5489_CR6","first-page":"26","volume":"10","author":"L Leclercq","year":"1988","unstructured":"Leclercq L: Utilization de trios indices, chimique, diatomique et bioc\u00e9notique, pour l'\u00e9valuation de la qualit\u00e9 de l'eau de la Joncquiere, rivi\u00e9re calcaire pollu\u00e9e par le village de Doische (Belgique, Prov. Namur). M\u00e9m Soc Roy Bot Belg. 1988, 10: 26-34.","journal-title":"M\u00e9m Soc Roy Bot Belg"},{"key":"5489_CR7","first-page":"323","volume":"3","author":"I Chorus","year":"2000","unstructured":"Chorus I: Health risk caused by freshwater cyanobacteria in recreational waters. J Toxicol Environ. 2000, 3: 323-347.","journal-title":"J Toxicol Environ"},{"key":"5489_CR8","volume-title":"5th Int Conf on Toxic Cyanobacteria","author":"S Azevedo","year":"2001","unstructured":"Azevedo S: New Brazilian regulation for cyanobacteria and cyanotoxins in drinking water. 5th Int Conf on Toxic Cyanobacteria. 2001"},{"key":"5489_CR9","doi-asserted-by":"publisher","first-page":"228","DOI":"10.2216\/i0031-8884-40-3-228.1","volume":"40","author":"IR Falconer","year":"2001","unstructured":"Falconer IR: Toxic cyanobacterial bloom problems in Australian waters: risk and impacts on human health. J Phycologia. 2001, 40: 228-233. 10.2216\/i0031-8884-40-3-228.1.","journal-title":"J Phycologia"},{"key":"5489_CR10","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1016\/j.taap.2004.02.016","volume":"203","author":"GA Codd","year":"2005","unstructured":"Codd GA: cyanobacterial toxins: risk management for health protection. J Toxicol Appl Pharmacol. 2005, 203: 264-272. 10.1016\/j.taap.2004.02.016.","journal-title":"J Toxicol Appl Pharmacol"},{"key":"5489_CR11","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/0167-7012(96)00816-0","volume":"26","author":"AE Walsby","year":"1996","unstructured":"Walsby AE, Avery : A Measurement of filamentous cyanobacteria by image analysis. J Microbiol Methods. 1996, 26: 11-20. 10.1016\/0167-7012(96)00816-0.","journal-title":"J Microbiol Methods"},{"key":"5489_CR12","doi-asserted-by":"publisher","first-page":"17","DOI":"10.3354\/meps247017","volume":"247","author":"PF Culverhouse","year":"2003","unstructured":"Culverhouse PF, Williams R, Reguera B, Herry V, Gonzalez-Gil S: Do experts make mistakes? A comparison of human and machine identification of dinoflagellates. Marine Ecology Progress Series. 2003, 247: 17-25.","journal-title":"Marine Ecology Progress Series"},{"key":"5489_CR13","doi-asserted-by":"publisher","first-page":"297","DOI":"10.3354\/meps312297","volume":"312","author":"PF Culverhouse","year":"2006","unstructured":"Culverhouse PF, Williams R, Benfield M, Flood PR, Sell AF, Mazzocchi MG: Automatic image analysis of plankton: future perspectives. Marine Ecology Progress Series. 2006, 312: 297-309.","journal-title":"Marine Ecology Progress Series"},{"key":"5489_CR14","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1017\/S000748530002736X","volume":"87","author":"PJ Weeks","year":"1997","unstructured":"Weeks PJ: Automating the identification of insects: a new solution to an old problem. Bull Entomol Res. 1997, 87: 203-211. 10.1017\/S000748530002736X.","journal-title":"Bull Entomol Res"},{"key":"5489_CR15","first-page":"223","volume-title":"IEEE Int Conf on Neural Networks in Ocean Engineenng, Mfashington DC USA","author":"R Simpson","year":"1991","unstructured":"Simpson R, Culverhouse PF, Ellis R, Williams R: Classification of Euceratlum Gran. in neural networks. IEEE Int Conf on Neural Networks in Ocean Engineenng, Mfashington DC USA. 1991, 223-230."},{"key":"5489_CR16","doi-asserted-by":"publisher","first-page":"303","DOI":"10.3354\/meps079303","volume":"79","author":"R Simpson","year":"1992","unstructured":"Simpson R, Williams R, Ellis R, Culverhouse PF: Biological pattern recognition by neural networks. Mar Ecol Prog Ser. 1992, 79: 303-308.","journal-title":"Mar Ecol Prog Ser"},{"key":"5489_CR17","doi-asserted-by":"publisher","first-page":"273","DOI":"10.3354\/meps107273","volume":"7","author":"PF Culverhouse","year":"1994","unstructured":"Culverhouse PF, Ellis R, Simpson RG, Willliams R, Pierce RW, Turner JT: Categorisation of 5 species of Cymatocylis (Tintinidae) by artificial neural network. Mar Ecol Prog Ser. 1994, 7: 273-280.","journal-title":"Mar Ecol Prog Ser"},{"key":"5489_CR18","first-page":"843","volume-title":"Proc Int Conf on Artificial Neural Networks, ICANN '94, Sorrento","author":"R Simpson","year":"1994","unstructured":"Simpson R, Culverhouse PF, Ellis R, Williams R: Classification of Ceratium and Dinophyceae plankton species. Proc Int Conf on Artificial Neural Networks, ICANN '94, Sorrento. Edited by: Marinaro M, Morasso PG. 1994, 843-846."},{"issue":"6","key":"5489_CR19","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1093\/plankt\/25.6.669","volume":"25","author":"KV Embleton","year":"2003","unstructured":"Embleton KV, Gibson CE, Heaney SI: Automated counting of phytoplankton by pattern recognition: A comparison with a manual counting method. Journal of Plankton Research. 2003, 25 (6): 669-681. 10.1093\/plankt\/25.6.669.","journal-title":"Journal of Plankton Research"},{"key":"5489_CR20","first-page":"426","volume":"3","author":"S Cuiping","year":"2010","unstructured":"Cuiping S, Chenhui Y, Huizhen L, Lin K: A system for identification of marine phytoplankton. Signal processing systems (ICSPS), second international conference on IEEE. 2010, 3: 426-430.","journal-title":"Signal processing systems (ICSPS), second international conference on IEEE"},{"issue":"10","key":"5489_CR21","doi-asserted-by":"crossref","first-page":"4404","DOI":"10.1128\/AEM.65.10.4404-4410.1999","volume":"65","author":"MF Wilkins","year":"1999","unstructured":"Wilkins MF, Boddy Lynne, Morris CW, Jonker RR: Identification of Phytoplankton from Flow Cytometry Data by Using Radial Basis Function Neural Network. Jorn of Applied and Environmental Microbiology. 1999, 65 (10): 4404-4410.","journal-title":"Jorn of Applied and Environmental Microbiology"},{"key":"5489_CR22","first-page":"641","volume":"70","author":"Z Yao","year":"2007","unstructured":"Yao Z: Recognition of blue-green algae in lakes using distributive genetic algorithm-based neural networks. J of Neuro comp. 2007, 70: 641-647.","journal-title":"J of Neuro comp"},{"key":"5489_CR23","doi-asserted-by":"crossref","first-page":"7971","DOI":"10.1128\/jb.174.24.7971-7981.1992","volume":"174","author":"S Schultze-Lam","year":"1992","unstructured":"Schultze-Lam S: Participation of a Cyanobacterial- S Layer in \u00de ne-grain mineral formation. J of Bacteriology. 1992, 174: 7971-7981.","journal-title":"J of Bacteriology"},{"key":"5489_CR24","volume-title":"Dewan Bahasa dan Pustaka, Kuala Lumpur","author":"Aishah salleh","year":"1996","unstructured":"salleh Aishah: Panduan mengenali alga air tawar. Dewan Bahasa dan Pustaka, Kuala Lumpur. 1996"},{"key":"5489_CR25","volume-title":"Addison-Wesley, Reading, Mass","author":"RC Gonzalez","year":"1992","unstructured":"Gonzalez RC, Woods RE: Digital Image Processing. Addison-Wesley, Reading, Mass. 1992"},{"key":"5489_CR26","first-page":"619","volume":"8","author":"JA Canny","year":"1986","unstructured":"Canny JA: Computational Approach to Edge Detection. J IEEE Transactions on Pattern Analysis and Machine Intell. 1986, 8: 619-698.","journal-title":"J IEEE Transactions on Pattern Analysis and Machine Intell"},{"key":"5489_CR27","first-page":"73","volume":"19","author":"H Mansoor","year":"2011","unstructured":"Mansoor H, Sorayya M, Aishah S, Mogeeb A, Mosleh A: Automatic recognition system for some cyanobacteria using image processing techniques and ANN approach. Int Conf on Envir and Comp Science IPCBEE. 2011, 19: 73-78.","journal-title":"Int Conf on Envir and Comp Science IPCBEE"},{"key":"5489_CR28","volume-title":"Principal component analysis","author":"IT Jolliffe","year":"2002","unstructured":"Jolliffe IT: Principal component analysis. 2002, Springer New York, second","edition":"second"},{"key":"5489_CR29","first-page":"318","volume-title":"Learning internal representations by error propagation, in parallel distributed processing","author":"DE Rumelhart","year":"1986","unstructured":"Rumelhart DE, Hinton GE, Williams RJ: Learning internal representations by error propagation, in parallel distributed processing. 1986, MIT Press, 318-362."},{"key":"5489_CR30","first-page":"359","volume":"2","author":"K Hornik","year":"1989","unstructured":"Hornik K, Stinchcombe M, White H: Multilayer feedforward networks are universal approximatore. J Neuml Networka. 1989, 2: 359-366.","journal-title":"J Neuml Networka"},{"key":"5489_CR31","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"G Cybenko","year":"1989","unstructured":"Cybenko G: Approximation by superpositions of 8 sigmoidal function. Math Control Syst. 1989, 2: 303-314. 10.1007\/BF02551274.","journal-title":"Math Control Syst"},{"key":"5489_CR32","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/0893-6080(89)90003-8","volume":"2","author":"K Funahashi","year":"1989","unstructured":"Funahashi K: On the approximate realization of continuous mappings by neural networks. Neuml Networka. 1989, 2: 183-192. 10.1016\/0893-6080(89)90003-8.","journal-title":"Neuml Networka"},{"key":"5489_CR33","first-page":"136","volume-title":"IEEE Buns. Neuml Networks","author":"J Devilliem","year":"1992","unstructured":"Devilliem J, Barnard E: Backpropagation neural nets with one and two hidden layer. IEEE Buns. Neuml Networks. 1992, 136-141."},{"key":"5489_CR34","unstructured":"Tisdale ES: Epidemic of intestinal disorders in Charleston, occurring simultaneously with unprecedented water supply conditions. Amer J of Public Heal. 21: 198-200."},{"key":"5489_CR35","first-page":"171","volume":"46","author":"WY Chen","year":"1931","unstructured":"Chen WY: Altered expression of p53, Bcl-2 and Bax induced by microcrystal-LR in vivo and in vitro. J Toxicon. 1931, 46: 171-177.","journal-title":"J Toxicon"},{"issue":"3","key":"5489_CR36","first-page":"101","volume":"7","author":"MY Fatimah","year":"1984","unstructured":"Fatimah MY, Mohsin AK, Kamal ASM: Phytoplankton Composition and Productivity of a Shallow. J Tropical Lake Pertanika. 1984, 7 (3): 101-113.","journal-title":"J Tropical Lake Pertanika"}],"container-title":["BMC Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-13-S17-S25.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1471-2105-13-S17-S25\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-13-S17-S25.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T03:15:04Z","timestamp":1606101304000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/1471-2105-13-S17-S25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":36,"journal-issue":{"issue":"S17","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["5489"],"URL":"https:\/\/doi.org\/10.1186\/1471-2105-13-s17-s25","relation":{},"ISSN":["1471-2105"],"issn-type":[{"value":"1471-2105","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,12]]},"article-number":"S25"}}