{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,22]],"date-time":"2025-05-22T04:28:44Z","timestamp":1747888124122,"version":"3.41.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319162348"},{"type":"electronic","value":"9783319162355"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-16235-5_22","type":"book-chapter","created":{"date-parts":[[2015,3,30]],"date-time":"2015-03-30T22:57:17Z","timestamp":1427756237000},"page":"277-287","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Applying Random Linear Oracles with Fuzzy Classifier Ensembles on WiFi Indoor Localization Problem"],"prefix":"10.1007","author":[{"given":"Krzysztof","family":"Trawi\u0144ski","sequence":"first","affiliation":[]},{"given":"Jose M.","family":"Alonso","sequence":"additional","affiliation":[]},{"given":"Oscar","family":"Cord\u00f3n","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,3,31]]},"reference":[{"issue":"8","key":"22_CR1","doi-asserted-by":"publisher","first-page":"4677","DOI":"10.1016\/j.asoc.2011.07.015","volume":"11","author":"JM Alonso","year":"2011","unstructured":"Alonso, J.M., Oca\u00f1a, M., Hern\u00e1ndez, N., Herranz, F., Llamazares, \u00c1., Sotelo, M.\u00c1., Bergasa, L.M., Magdalena, L.: Enhanced WiFi localization system based on soft computing techniques to deal with small-scale variations in wireless sensors. Appl. Soft Comput. 11(8), 4677\u20134691 (2011)","journal-title":"Appl. Soft Comput."},{"key":"22_CR2","doi-asserted-by":"crossref","unstructured":"Bahillo, A., Lorenzo, R.M., Mazuelas, S., Fern\u00e1ndez, P., Abril, E.J.: Assessment of the shadow caused by the human body on the personal RF dosimeters reading in multipath environments. In: Biomedical Engineering, pp. 133\u2013144. InTech (2009)","DOI":"10.5772\/7881"},{"issue":"1","key":"22_CR3","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1109\/TPAMI.2007.250609","volume":"29","author":"RE Banfield","year":"2007","unstructured":"Banfield, R.E., Hall, L.O., Bowyer, K.W., Kegelmeyer, W.P.: A comparison of decision tree ensemble creation techniques. IEEE Trans. Pattern Anal. Mach. Intell. 29(1), 173\u2013180 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"7","key":"22_CR4","doi-asserted-by":"publisher","first-page":"729","DOI":"10.1016\/j.ijar.2010.02.003","volume":"51","author":"PP Bonissone","year":"2010","unstructured":"Bonissone, P.P., Cadenas, J.M., Garrido, M.C., D\u00edaz-Valladares, R.A.: A fuzzy random forest. Int. J. Approx. Reason. 51(7), 729\u2013747 (2010)","journal-title":"Int. J. Approx. Reason."},{"issue":"2","key":"22_CR5","first-page":"123","volume":"24","author":"L Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Mach. Learn. 24(2), 123\u2013140 (1996)","journal-title":"Mach. Learn."},{"issue":"5","key":"22_CR6","doi-asserted-by":"publisher","first-page":"708","DOI":"10.1109\/PROC.1979.11321","volume":"67","author":"BV Dasarathy","year":"1979","unstructured":"Dasarathy, B.V., Sheela, B.V.: A composite classifier system design: concepts and methodology. Proc. IEEE 67(5), 708\u2013713 (1979)","journal-title":"Proc. IEEE"},{"key":"22_CR7","doi-asserted-by":"crossref","unstructured":"Elnahrawy, E., Li, X., Martin, R.P.: The limits of localization using signal strength: a comparative study. In: First Annual IEEE Communications Society Conference on Sensor Ad Hoc Communications and Networks, pp. 406\u2013414 (2004)","DOI":"10.1109\/SAHCN.2004.1381942"},{"issue":"4","key":"22_CR8","doi-asserted-by":"publisher","first-page":"702","DOI":"10.1109\/TFUZZ.2012.2227975","volume":"21","author":"T Garc\u00eda-Valverde","year":"2013","unstructured":"Garc\u00eda-Valverde, T., Garc\u00eda-Sola, A., Hagras, H., Dooley, J., Callaghan, V., Bot\u00eda, J.A.: A fuzzy logic-based system for indoor localization using WiFi in ambient intelligent environments. IEEE Trans. Fuzzy Syst. 21(4), 702\u2013718 (2013)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"22_CR9","unstructured":"Hern\u00e1ndez, N., Alonso, J.M., Magro, M., Oca\u00f1a, M.: Hierarchical WiFi localization system. In: International Workshop on Perception in Robotics, IEEE Intelligent Vehicles Symposium, pp. P21.1\u2013P21.6 (2012)"},{"issue":"8","key":"22_CR10","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T Ho","year":"1998","unstructured":"Ho, T.: The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 20(8), 832\u2013844 (1998)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"22_CR11","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/s10618-009-0131-8","volume":"19","author":"JC H\u00fchn","year":"2009","unstructured":"H\u00fchn, J.C., H\u00fcllermeier, E.: FURIA: An algorithm for unordered fuzzy rule induction. Data Min. Knowl. Discov. 19(3), 293\u2013319 (2009)","journal-title":"Data Min. Knowl. Discov."},{"issue":"4","key":"22_CR12","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1109\/TKDE.2007.1016","volume":"19","author":"LI Kuncheva","year":"2007","unstructured":"Kuncheva, L.I., Rodr\u00edguez, J.J.: Classifier ensembles with a random linear oracle. IEEE Trans. Knowl. Data Eng. 19(4), 500\u2013508 (2007)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"22_CR13","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264","volume-title":"Combining Pattern Classifiers: Methods and Algorithms","author":"LI Kuncheva","year":"2004","unstructured":"Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms. Wiley, New Jersey (2004)"},{"key":"22_CR14","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1109\/34.982906","volume":"24","author":"LI Kuncheva","year":"2002","unstructured":"Kuncheva, L.I.: A theoretical study on six classifier fusion strategies. IEEE Trans. Pattern Anal. Mach. Intell. 24, 281\u2013286 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"22_CR15","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1080\/18756891.2010.9727686","volume":"3","author":"L Magdalena","year":"2010","unstructured":"Magdalena, L.: What is soft computing? Revisiting possible answers. Int. J. Comput. Intell. Syst. 3(2), 148\u2013159 (2010)","journal-title":"Int. J. Comput. Intell. Syst."},{"issue":"4","key":"22_CR16","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1017\/S0263574705002468","volume":"24","author":"V Matell\u00e1n","year":"2006","unstructured":"Matell\u00e1n, V., Ca\u00f1as, J.M., Serrano, O.: WiFi localization methods for autonomous robots. Robotica 24(4), 455\u2013461 (2006)","journal-title":"Robotica"},{"key":"22_CR17","doi-asserted-by":"crossref","unstructured":"Men\u00e9ndez, P., Campomanes, C., Trawi\u0144ski, K., Alonso, J.M.: Topology-based indoor localization by means of WiFi fingerprinting with a computational intelligent classifier. In: Proceedings of the 11th IEEE International Conference on Intelligent System Design and Applications, pp. 1020\u20131025 (2011)","DOI":"10.1109\/ISDA.2011.6121792"},{"key":"22_CR18","doi-asserted-by":"crossref","unstructured":"Nerguizian, C., Belkhous, S., Azzouz, A., Nerguizian, V., Saad, M.: Mobile robot geolocation with received signal strength (RSS) fingerprinting technique and neural networks. In: IEEE International Conference on Industrial Technology, pp. 1183\u20131185 (2004)","DOI":"10.1109\/ICIT.2004.1490728"},{"key":"22_CR19","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1613\/jair.614","volume":"11","author":"D Optiz","year":"1999","unstructured":"Optiz, D., Maclin, R.: Popular ensemble methods: an empirical study. J. Artif. Intell. Res. 11, 169\u2013198 (1999)","journal-title":"J. Artif. Intell. Res."},{"key":"22_CR20","doi-asserted-by":"publisher","first-page":"1667","DOI":"10.1016\/j.procs.2012.04.184","volume":"9","author":"N Palmer","year":"2012","unstructured":"Palmer, N., Kemp, R., Kielmann, T., Bal, H.: The case for smartphones as an urgent computing client platform. Procedia Comput. Sci. 9, 1667\u20131676 (2012)","journal-title":"Procedia Comput. Sci."},{"key":"22_CR21","doi-asserted-by":"crossref","unstructured":"Panov, P., D\u017eeroski, S.: Combining bagging and random subspaces to create better ensembles. In: Proceedings of the 7th International Conference on Intelligent Data Analysis, pp. 118\u2013129. Springer (2007)","DOI":"10.1007\/978-3-540-74825-0_11"},{"issue":"2","key":"22_CR22","first-page":"197","volume":"5","author":"R Schapire","year":"1990","unstructured":"Schapire, R.: The strength of weak learnability. Mach. Learn. 5(2), 197\u2013227 (1990)","journal-title":"Mach. Learn."},{"issue":"10","key":"22_CR23","doi-asserted-by":"publisher","first-page":"1817","DOI":"10.1007\/s00500-013-1019-5","volume":"17","author":"K Trawi\u0144ski","year":"2013","unstructured":"Trawi\u0144ski, K., Alonso, J.M., Hern\u00e1ndez, N.: A multiclassifier approach for topology-based WiFi indoor localization. Soft Comput. 17(10), 1817\u20131831 (2013)","journal-title":"Soft Comput."},{"issue":"4","key":"22_CR24","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1142\/S0218488511007155","volume":"19","author":"K Trawi\u0144ski","year":"2011","unstructured":"Trawi\u0144ski, K., Cord\u00f3n, O., Quirin, A.: On designing fuzzy rule-based multiclassification systems by combining FURIA with bagging and feature selection. Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 19(4), 589\u2013633 (2011)","journal-title":"Int. J. Uncertain. Fuzziness Knowl.-Based Syst."},{"issue":"1","key":"22_CR25","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.inffus.2004.04.003","volume":"6","author":"A Tsymbal","year":"2005","unstructured":"Tsymbal, A., Pechenizkiy, M., Cunningham, P.: Diversity in search strategies for ensemble feature selection. Inf. Fusion 6(1), 83\u201398 (2005)","journal-title":"Inf. Fusion"},{"key":"22_CR26","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1109\/34.588027","volume":"19","author":"K Woods","year":"1997","unstructured":"Woods, K., Kegelmeyer, W.P., Bowyer, K.: Combination of multiple classifiers using local accuracy estimates. IEEE Trans. Pattern Anal. Mach. Intell. 19, 405\u2013410 (1997)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"22_CR27","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1109\/TSMCB.2005.845396","volume":"35","author":"ZH Zhou","year":"2005","unstructured":"Zhou, Z.H.: Ensembling local learners through multimodal perturbation. IEEE Trans. Syst., Man, Cybern., Part B: Cybern. 35(4), 725\u2013735 (2005)","journal-title":"IEEE Trans. Syst., Man, Cybern., Part B: Cybern."}],"container-title":["Studies in Fuzziness and Soft Computing","Enric Trillas: A Passion for Fuzzy Sets"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16235-5_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T19:26:03Z","timestamp":1747855563000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-16235-5_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319162348","9783319162355"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16235-5_22","relation":{},"ISSN":["1434-9922","1860-0808"],"issn-type":[{"type":"print","value":"1434-9922"},{"type":"electronic","value":"1860-0808"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"31 March 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}