@article{journals/aiedam/BaykanF97, added-at = {2011-12-11T00:00:00.000+0100}, author = {Baykan, Can A. and Fox, Mark S.}, biburl = {http://www.bibsonomy.org/bibtex/261a70469cb31f4836ed970fbb8278881/dblp}, ee = {http://dx.doi.org/10.1017/S0890060400003206}, interhash = {81037dc9651be7ef8ea81df5b6bdbdbe}, intrahash = {61a70469cb31f4836ed970fbb8278881}, journal = {AI EDAM}, keywords = {dblp}, number = 4, pages = {245-262}, title = {Spatial synthesis by disjunctive constraint satisfaction.}, url = {http://dblp.uni-trier.de/db/journals/aiedam/aiedam11.html#BaykanF97}, volume = 11, year = 1997 } @article{journals/corr/abs-0902-1604, added-at = {2011-12-05T00:00:00.000+0100}, author = {Baykan, Eda and Henzinger, Monika Rauch and Keller, Stefan F. and Castelberg, Sebastian De and Kinzler, Markus}, biburl = {http://www.bibsonomy.org/bibtex/22bc403f44faaefbcfa36054167178b92/dblp}, ee = {http://arxiv.org/abs/0902.1604}, interhash = {e7577cc5fa73962337d4dcd0659561b6}, intrahash = {2bc403f44faaefbcfa36054167178b92}, journal = {CoRR}, keywords = {dblp}, title = {A Comparison of Techniques for Sampling Web Pages}, url = {http://dblp.uni-trier.de/db/journals/corr/corr0902.html#abs-0902-1604}, volume = {abs/0902.1604}, year = 2009 } @article{journals/gandc/BaykanY10, added-at = {2011-11-04T00:00:00.000+0100}, author = {Baykan, Nurdan Akhan and Yilmaz, Nihat}, biburl = {http://www.bibsonomy.org/bibtex/28fbd17640d6c0095109fa805f6f5a5c3/dblp}, ee = {http://dx.doi.org/10.1016/j.cageo.2009.04.009}, interhash = {884f422df59813d13b1ea22557f82328}, intrahash = {8fbd17640d6c0095109fa805f6f5a5c3}, journal = {Computers & Geosciences}, keywords = {dblp}, number = 1, pages = {91-97}, title = {Mineral identification using color spaces and artificial neural networks.}, url = {http://dblp.uni-trier.de/db/journals/gandc/gandc36.html#BaykanY10}, volume = 36, year = 2010 } @article{journals/eswa/BabaogluBAOB10, added-at = {2011-09-26T00:00:00.000+0200}, author = {Babaoglu, Ismail and Baykan, Ömer Kaan and Aygül, Nazif and Özdemir, Kurtulus and Bayrak, Mehmet}, biburl = {http://www.bibsonomy.org/bibtex/2e191ed6d90a2019aa3276e2775b9f634/dblp}, ee = {http://dx.doi.org/10.1016/j.eswa.2009.07.002}, interhash = {b4abc9b37c3718fd9566805d10cb44d2}, intrahash = {e191ed6d90a2019aa3276e2775b9f634}, journal = {Expert Syst. Appl.}, keywords = {dblp}, number = 1, pages = 905, title = {Erratum "Assessment of exercise stress testing with artificial neural network in determining coronary artery disease and predicting lesion localization" [Experts Systems with Applications 36 (2P1) (2009) 2562-2566].}, url = {http://dblp.uni-trier.de/db/journals/eswa/eswa37.html#BabaogluBAOB10}, volume = 37, year = 2010 } @article{journals/eswa/BabaogluBAOB09, added-at = {2011-09-26T00:00:00.000+0200}, author = {Babaoglu, Ismail and Baykan, Ömer Kaan and Aygül, Nazif and Özdemir, Kurtulus and Bayrak, Mehmet}, biburl = {http://www.bibsonomy.org/bibtex/241e554c78385d02b42f3d7910a95ffe0/dblp}, ee = {http://dx.doi.org/10.1016/j.eswa.2007.11.013}, interhash = {c0eb0105a001ccaec79e9b49753c7d33}, intrahash = {41e554c78385d02b42f3d7910a95ffe0}, journal = {Expert Syst. Appl.}, keywords = {dblp}, number = 2, pages = {2562-2566}, title = {Assessment of exercise stress testing with artificial neural network in determining coronary artery disease and predicting lesion localization.}, url = {http://dblp.uni-trier.de/db/journals/eswa/eswa36.html#BabaogluBAOB09}, volume = 36, year = 2009 } @inproceedings{conf/iait/BabalikBIBF10, added-at = {2011-09-26T00:00:00.000+0200}, author = {Babalik, Ahmet and Baykan, Ömer Kaan and Iscan, Hazim and Babaoglu, Ismail and Findik, Oguz}, biburl = {http://www.bibsonomy.org/bibtex/2b4a871bac1803742fd98faf4482645a9/dblp}, booktitle = {IAIT}, crossref = {conf/iait/2010}, editor = {Papasratorn, Borworn and Lavangnananda, Kittichai and Chutimaskul, Wichian and Vanijja, Vajirasak}, ee = {http://dx.doi.org/10.1007/978-3-642-16699-0_2}, interhash = {656a8e25fbf801d0b8ee3c82f78faab4}, intrahash = {b4a871bac1803742fd98faf4482645a9}, isbn = {978-3-642-16698-3}, keywords = {dblp}, pages = {11-17}, publisher = {Springer}, series = {Communications in Computer and Information Science}, title = {Effects of Feature Selection Using Binary Particle Swarm Optimization on Wheat Variety Classification.}, url = {http://dblp.uni-trier.de/db/conf/iait/iait2010.html#BabalikBIBF10}, volume = 114, year = 2010 } @inproceedings{conf/iait/BabaogluBAOB10, added-at = {2011-09-26T00:00:00.000+0200}, author = {Babaoglu, Ismail and Baykan, Ömer Kaan and Aygül, Nazif and Özdemir, Kurtulus and Bayrak, Mehmet}, biburl = {http://www.bibsonomy.org/bibtex/294753e4e352136da4aa96fc493c3b596/dblp}, booktitle = {IAIT}, crossref = {conf/iait/2010}, editor = {Papasratorn, Borworn and Lavangnananda, Kittichai and Chutimaskul, Wichian and Vanijja, Vajirasak}, ee = {http://dx.doi.org/10.1007/978-3-642-16699-0_3}, interhash = {a4e55818614a22c6fbf0d1e70aaf267b}, intrahash = {94753e4e352136da4aa96fc493c3b596}, isbn = {978-3-642-16698-3}, keywords = {dblp}, pages = {18-26}, publisher = {Springer}, series = {Communications in Computer and Information Science}, title = {A Comparison of Artificial Intelligence Methods on Determining Coronary Artery Disease.}, url = {http://dblp.uni-trier.de/db/conf/iait/iait2010.html#BabaogluBAOB10}, volume = 114, year = 2010 } @article{journals/tweb/BaykanHMW11, added-at = {2011-08-14T00:00:00.000+0200}, author = {Baykan, Eda and Henzinger, Monika and Marian, Ludmila and Weber, Ingmar}, biburl = {http://www.bibsonomy.org/bibtex/21af19b1b0c4dfc9beb51698e9cf062a4/dblp}, ee = {http://doi.acm.org/10.1145/1993053.1993057}, interhash = {47b728419cbb49db61f8bd4c2871f2ad}, intrahash = {1af19b1b0c4dfc9beb51698e9cf062a4}, journal = {TWEB}, keywords = {dblp}, number = 3, pages = 15, title = {A Comprehensive Study of Features and Algorithms for URL-Based Topic Classification.}, url = {http://dblp.uni-trier.de/db/journals/tweb/tweb5.html#BaykanHMW11}, volume = 5, year = 2011 } @article{journals/ijmms/BaykanR87, added-at = {2011-06-27T00:00:00.000+0200}, author = {Akin, Omer and Baykan, Can A. and Rao, D. Radha}, biburl = {http://www.bibsonomy.org/bibtex/2a0035fab2014a0db4e1382ed62c8fa45/dblp}, ee = {http://dx.doi.org/10.1016/S0020-7373(87)80069-X}, interhash = {9b000644fcb2a3b1391179357a0f41b0}, intrahash = {a0035fab2014a0db4e1382ed62c8fa45}, journal = {International Journal of Man-Machine Studies}, keywords = {dblp}, number = 3, pages = {361-382}, title = {Structure of a Directory Space: A Case Study with a UNIX Operating System.}, url = {http://dblp.uni-trier.de/db/journals/ijmms/ijmms26.html#BaykanR87}, volume = 26, year = 1987 } @article{journals/eswa/KaraBB11, added-at = {2011-02-09T00:00:00.000+0100}, author = {Kara, Yakup and Boyacioglu, Melek Acar and Baykan, Ömer Kaan}, biburl = {http://www.bibsonomy.org/bibtex/29d39f7e5244de1f7f618d61cbffcd85f/dblp}, ee = {http://dx.doi.org/10.1016/j.eswa.2010.10.027}, interhash = {ef1fe4c45af6da1b8dd2d828ca7908b0}, intrahash = {9d39f7e5244de1f7f618d61cbffcd85f}, journal = {Expert Syst. Appl.}, keywords = {dblp}, number = 5, pages = {5311-5319}, title = {Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange.}, url = {http://dblp.uni-trier.de/db/journals/eswa/eswa38.html#KaraBB11}, volume = 38, year = 2011 } @inproceedings{conf/ieaaie/KybartasBYR10, added-at = {2011-01-31T00:00:00.000+0100}, author = {Kybartas, Rimantas and Baykan, Nurdan Akhan and Yilmaz, Nihat and Raudys, Sarunas}, biburl = {http://www.bibsonomy.org/bibtex/28532bcd3947c4e894fbeb705c11c52cf/dblp}, booktitle = {IEA/AIE (2)}, crossref = {conf/ieaaie/2010-2}, editor = {García-Pedrajas, Nicolás and Herrera, Francisco and Fyfe, Colin and Benítez, José Manuel and Ali, Moonis}, ee = {http://dx.doi.org/10.1007/978-3-642-13025-0_6}, interhash = {c3b2e851ffee47e41e888579c0c7fdb2}, intrahash = {8532bcd3947c4e894fbeb705c11c52cf}, isbn = {978-3-642-13024-3}, keywords = {dblp}, pages = {47-56}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers.}, url = {http://dblp.uni-trier.de/db/conf/ieaaie/ieaaie2010-2.html#KybartasBYR10}, volume = 6097, year = 2010 } @inproceedings{1526880, abstract = {Given only the URL of a web page, can we identify its topic? This is the question that we examine in this paper. Usually, web pages are classified using their content, but a URL-only classifier is preferable, (i) when speed is crucial, (ii) to enable content filtering before an (objection-able) web page is downloaded, (iii) when a page's content is hidden in images, (iv) to annotate hyperlinks in a personalized web browser, without fetching the target page, and (v) when a focused crawler wants to infer the topic of a target page before devoting bandwidth to download it. We apply a machine learning approach to the topic identification task and evaluate its performance in extensive experiments on categorized web pages from the Open Directory Project (ODP). When training separate binary classifiers for each topic, we achieve typical F-measure values between 80 and 85, and a typical precision of around 85. We also ran experiments on a small data set of university web pages. For the task of classifying these pages into faculty, student, course and project pages, our methods improve over previous approaches by 13.8 points of F-measure.}, added-at = {2010-12-20T15:10:39.000+0100}, address = {New York, NY, USA}, author = {Baykan, Eda and Henzinger, Monika and Marian, Ludmila and Weber, Ingmar}, biburl = {http://www.bibsonomy.org/bibtex/2a9f20eb7a52df3b1a32efc010d0361a1/danielt}, booktitle = {WWW '09: Proceedings of the 18th international conference on World wide web}, description = {Purely URL-based topic classification}, doi = {http://doi.acm.org/10.1145/1526709.1526880}, interhash = {2c31fb50c5a407a5ecbaf832090acd97}, intrahash = {a9f20eb7a52df3b1a32efc010d0361a1}, isbn = {978-1-60558-487-4}, keywords = {classification topic}, location = {Madrid, Spain}, pages = {1109--1110}, publisher = {ACM}, title = {Purely URL-based topic classification}, url = {http://portal.acm.org/citation.cfm?id=1526880}, year = 2009 } @inproceedings{conf/stacs/BaykanHKCK09, added-at = {2010-01-20T00:00:00.000+0100}, author = {Baykan, Eda and Henzinger, Monika Rauch and Keller, Stefan F. and Castelberg, Sebastian De and Kinzler, Markus}, biburl = {http://www.bibsonomy.org/bibtex/20ccaa9c5cc50cfc76b298946c39e37c4/dblp}, booktitle = {STACS}, crossref = {conf/stacs/2009}, date = {2010-01-20}, description = {dblp}, editor = {Albers, Susanne and Marion, Jean-Yves}, ee = {http://dx.doi.org/10.4230/LIPIcs.STACS.2009.1809}, interhash = {e7577cc5fa73962337d4dcd0659561b6}, intrahash = {0ccaa9c5cc50cfc76b298946c39e37c4}, isbn = {978-3-939897-09-5}, keywords = {dblp}, pages = {13-30}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany}, series = {LIPIcs}, title = {A Comparison of Techniques for Sampling Web Pages.}, url = {http://dblp.uni-trier.de/db/conf/stacs/stacs2009.html#BaykanHKCK09}, volume = 3, year = 2009 } @inproceedings{1526880, abstract = {Given only the URL of a web page, can we identify its topic? This is the question that we examine in this paper. Usually, web pages are classified using their content, but a URL-only classifier is preferable, (i) when speed is crucial, (ii) to enable content filtering before an (objection-able) web page is downloaded, (iii) when a page's content is hidden in images, (iv) to annotate hyperlinks in a personalized web browser, without fetching the target page, and (v) when a focused crawler wants to infer the topic of a target page before devoting bandwidth to download it. We apply a machine learning approach to the topic identification task and evaluate its performance in extensive experiments on categorized web pages from the Open Directory Project (ODP). When training separate binary classifiers for each topic, we achieve typical F-measure values between 80 and 85, and a typical precision of around 85. We also ran experiments on a small data set of university web pages. For the task of classifying these pages into faculty, student, course and project pages, our methods improve over previous approaches by 13.8 points of F-measure.}, added-at = {2010-01-12T09:07:50.000+0100}, address = {New York, NY, USA}, author = {Baykan, Eda and Henzinger, Monika and Marian, Ludmila and Weber, Ingmar}, biburl = {http://www.bibsonomy.org/bibtex/2a9f20eb7a52df3b1a32efc010d0361a1/folke}, booktitle = {WWW '09: Proceedings of the 18th international conference on World wide web}, description = {Purely URL-based topic classification}, doi = {http://doi.acm.org/10.1145/1526709.1526880}, interhash = {2c31fb50c5a407a5ecbaf832090acd97}, intrahash = {a9f20eb7a52df3b1a32efc010d0361a1}, isbn = {978-1-60558-487-4}, keywords = {classification topic}, location = {Madrid, Spain}, pages = {1109--1110}, publisher = {ACM}, title = {Purely URL-based topic classification}, url = {http://portal.acm.org/citation.cfm?id=1526880}, year = 2009 } @article{journals/eswa/BoyaciogluKB09, added-at = {2009-10-02T00:00:00.000+0200}, author = {Boyacioglu, Melek Acar and Kara, Yakup and Baykan, Ömer Kaan}, biburl = {http://www.bibsonomy.org/bibtex/24e567b799befec6fa15d4dd43ec96a86/dblp}, date = {2009-10-02}, description = {dblp}, ee = {http://dx.doi.org/10.1016/j.eswa.2008.01.003}, interhash = {c5d0b43dd2ec03a73fed6076869dd2b9}, intrahash = {4e567b799befec6fa15d4dd43ec96a86}, journal = {Expert Syst. Appl.}, keywords = {dblp}, number = 2, pages = {3355-3366}, title = {Predicting bank financial failures using neural networks, support vector machines and multivariate statistical methods: A comparative analysis in the sample of savings deposit insurance fund (SDIF) transferred banks in Turkey.}, url = {http://dblp.uni-trier.de/db/journals/eswa/eswa36.html#BoyaciogluKB09}, volume = 36, year = 2009 } @inproceedings{conf/www/BaykanHMW09, added-at = {2009-05-05T00:00:00.000+0200}, author = {Baykan, Eda and Henzinger, Monika Rauch and Marian, Ludmila and Weber, Ingmar}, biburl = {http://www.bibsonomy.org/bibtex/25d7911591972f1fc587df68bd074a5a9/dblp}, booktitle = {WWW}, crossref = {conf/www/2009}, date = {2009-05-05}, description = {dblp}, editor = {Quemada, Juan and León, Gonzalo and Maarek, Yoëlle S. and Nejdl, Wolfgang}, ee = {http://doi.acm.org/10.1145/1526709.1526880}, interhash = {2c31fb50c5a407a5ecbaf832090acd97}, intrahash = {5d7911591972f1fc587df68bd074a5a9}, isbn = {978-1-60558-487-4}, keywords = {dblp}, pages = {1109-1110}, publisher = {ACM}, title = {Purely URL-based topic classification.}, url = {http://dblp.uni-trier.de/db/conf/www/www2009.html#BaykanHMW09}, year = 2009 } @article{journals/pvldb/BaykanHW08, added-at = {2008-11-06T00:00:00.000+0100}, author = {Baykan, Eda and Henzinger, Monika Rauch and Weber, Ingmar}, biburl = {http://www.bibsonomy.org/bibtex/204bf1adc4682a38498d8276b6d0be9f7/dblp}, date = {2008-11-06}, description = {dblp}, ee = {http://www.vldb.org/pvldb/1/1453880.pdf}, interhash = {4846aa1c6d7067b2b236175acc712284}, intrahash = {04bf1adc4682a38498d8276b6d0be9f7}, journal = {PVLDB}, keywords = {dblp}, number = 1, pages = {176-187}, title = {Web page language identification based on URLs.}, url = {http://dblp.uni-trier.de/db/journals/pvldb/pvldb1.html#BaykanHW08}, volume = 1, year = 2008 } @inproceedings{conf/mcs/RaudysBBDB07, added-at = {2007-06-24T00:00:00.000+0200}, author = {Raudys, Sarunas and Baykan, Ömer Kaan and Babalik, Ahmet and Denisov, Vitalij and Bielskis, Antanas Andrius}, biburl = {http://www.bibsonomy.org/bibtex/2a6382d28d52f58dc04e1712d0ab45942/dblp}, booktitle = {MCS}, crossref = {conf/mcs/2007}, date = {2007-06-24}, description = {dblp}, editor = {Haindl, Michal and Kittler, Josef and Roli, Fabio}, ee = {http://dx.doi.org/10.1007/978-3-540-72523-7_7}, interhash = {2162cef229eba6f7103fbfa058055ade}, intrahash = {a6382d28d52f58dc04e1712d0ab45942}, isbn = {978-3-540-72481-0}, keywords = {dblp}, pages = {62-71}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, title = {Classifiers Fusion in Recognition of Wheat Varieties.}, url = {http://dblp.uni-trier.de/db/conf/mcs/mcs2007.html#RaudysBBDB07}, volume = 4472, year = 2007 } @inproceedings{conf/ijcai/BaykanF87, added-at = {2002-01-03T00:00:00.000+0100}, author = {Baykan, Can A. and Fox, Mark S.}, biburl = {http://www.bibsonomy.org/bibtex/2556307aba82b82da3546be8e8e30c930/dblp}, booktitle = {IJCAI}, date = {2002-01-03}, description = {dblp}, interhash = {e20f04380d305f1ecd430419707d5189}, intrahash = {556307aba82b82da3546be8e8e30c930}, keywords = {dblp}, pages = {1035-1038}, title = {An Investigation of Opportunistic Constraint Satisfaction in Space Planning.}, url = {http://dblp.uni-trier.de/db/conf/ijcai/ijcai87.html#BaykanF87}, year = 1987 } @inproceedings{conf/ijcai/FoxSB89, added-at = {2002-01-03T00:00:00.000+0100}, author = {Fox, Mark S. and Sadeh, Norman M. and Baykan, Can A.}, biburl = {http://www.bibsonomy.org/bibtex/22734cf43e7b538be826e9849625c1cf1/dblp}, booktitle = {IJCAI}, date = {2002-01-03}, description = {dblp}, interhash = {b0deeb947c35335e48aae1733aee1381}, intrahash = {2734cf43e7b538be826e9849625c1cf1}, keywords = {dblp}, pages = {309-315}, title = {Constrained Heuristic Search.}, url = {http://dblp.uni-trier.de/db/conf/ijcai/ijcai89.html#FoxSB89}, year = 1989 }