{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T16:26:16Z","timestamp":1725899176863},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642348976"},{"type":"electronic","value":"9783642348983"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34898-3_17","type":"book-chapter","created":{"date-parts":[[2012,11,15]],"date-time":"2012-11-15T11:05:26Z","timestamp":1352977526000},"page":"256-271","source":"Crossref","is-referenced-by-count":1,"title":["Evolutionary Feature Extraction to Infer Behavioral Patterns in Ambient Intelligence"],"prefix":"10.1007","author":[{"given":"Leila S.","family":"Shafti","sequence":"first","affiliation":[]},{"given":"Pablo A.","family":"Haya","sequence":"additional","affiliation":[]},{"given":"Manuel","family":"Garc\u00eda-Herranz","sequence":"additional","affiliation":[]},{"given":"Eduardo","family":"P\u00e9rez","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"17_CR1","doi-asserted-by":"crossref","unstructured":"Philipose, M., Fishkin, K., Perkowitz, M., Patterson, D., Fox, D., Kautz, H., H\u00e4hnel, D.: Inferring activities from interactions with objects. IEEE Pervasive Computing, 50\u201357 (2004)","DOI":"10.1109\/MPRV.2004.7"},{"key":"17_CR2","unstructured":"Campo, E., Chan, M.: Detecting abnormal behavior by real-time monitoring of patients. In: AAAI Workshop on Automation as Caregiver, pp. 8\u201312. AAAI Press (2002)"},{"key":"17_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1007\/978-3-540-24646-6_10","volume-title":"Pervasive Computing","author":"E. Tapia","year":"2004","unstructured":"Tapia, E., Intille, S., Larson, K.: Activity Recognition in the Home Using Simple and Ubiquitous Sensors. In: Ferscha, A., Mattern, F. (eds.) PERVASIVE 2004. LNCS, vol.\u00a03001, pp. 158\u2013175. Springer, Heidelberg (2004)"},{"key":"17_CR4","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/MIS.1999.757623","volume":"14","author":"M. Mozer","year":"1999","unstructured":"Mozer, M.: An intelligent environment must be adaptive. Intelligent Systems and Their Applications\u00a014, 11\u201313 (1999)","journal-title":"Intelligent Systems and Their Applications"},{"key":"17_CR5","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1109\/MWC.2002.1160085","volume":"9","author":"S. Das","year":"2002","unstructured":"Das, S., Cook, D., Battacharya, A., Heierman, L.T.Y.: The role of prediction algorithms in the mavhome smart home architecture. IEEE in Wireless Communications\u00a09, 77\u201384 (2002)","journal-title":"IEEE in Wireless Communications"},{"issue":"3","key":"17_CR6","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1006\/cviu.1998.0744","volume":"73","author":"J. Aggrawal","year":"1999","unstructured":"Aggrawal, J., Cai, Q.: Human motion analysis: A review. Computer Vision and Image Understanding\u00a073(3), 428\u2013440 (1999)","journal-title":"Computer Vision and Image Understanding"},{"issue":"1","key":"17_CR7","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/j.medengphy.2006.12.001","volume":"30","author":"A. Bourke","year":"2008","unstructured":"Bourke, A., Lyons, G.: A threshold-based fall-detection algorithm using a bi-axial gyroscope sensor. Medical Engineering and Physics\u00a030(1), 84\u201390 (2008)","journal-title":"Medical Engineering and Physics"},{"key":"17_CR8","first-page":"1541","volume":"3","author":"N. Ravi","year":"2005","unstructured":"Ravi, N., Dandekar, N., Mysore, P., Littman, M.: Activity recognition from accelerometer data. American Association for Artificial Intelligence\u00a03, 1541\u20131546 (2005)","journal-title":"American Association for Artificial Intelligence"},{"key":"17_CR9","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1016\/j.eswa.2009.05.057","volume":"37","author":"P.C. Huang","year":"2010","unstructured":"Huang, P.C., Lee, S.S., Kuo, Y.H., Lee, K.R.: A flexible sequence alignment approach on pattern mining and matching for human activity recognition. Expert Systems with Applications\u00a037, 298\u2013306 (2010)","journal-title":"Expert Systems with Applications"},{"key":"17_CR10","series-title":"The International Series in Engineering and Computer Science, SECS","volume-title":"Feature Extraction, Construction and Selection: A Data Mining Perspective","year":"1998","unstructured":"Liu, H., Motoda, H. (eds.): Feature Extraction, Construction and Selection: A Data Mining Perspective. The International Series in Engineering and Computer Science, SECS, vol.\u00a0453. Kluwer Academic Publishers, Norwell (1998)"},{"key":"17_CR11","doi-asserted-by":"crossref","unstructured":"Shafti, L.S.: Multi-feature Construction based on Genetic Algorithms and Non-algebraic Feature Representation to Facilitate Learning Concepts with Complex Interactions. PhD thesis, Escuela Politecnica Superior, Universidad Autonoma de Madrid (2008)","DOI":"10.1109\/HIS.2008.114"},{"issue":"4","key":"17_CR12","doi-asserted-by":"publisher","first-page":"1296","DOI":"10.1016\/j.asoc.2009.04.003","volume":"9","author":"L.S. Shafti","year":"2009","unstructured":"Shafti, L.S., P\u00e9rez, E.: Evolutionary multi-feature construction for data reduction: A case study. Journal of Applied Soft Computing\u00a09(4), 1296\u20131303 (2009a)","journal-title":"Journal of Applied Soft Computing"},{"key":"17_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1007\/978-3-642-02319-4_71","volume-title":"Hybrid Artificial Intelligence Systems","author":"L.S. Shafti","year":"2009","unstructured":"Shafti, L.S., P\u00e9rez, E.: Feature Construction and Feature Selection in Presence of Attribute Interactions. In: Corchado, E., Wu, X., Oja, E., Herrero, \u00c1., Baruque, B. (eds.) HAIS 2009. LNCS, vol.\u00a05572, pp. 589\u2013596. Springer, Heidelberg (2009)"},{"key":"17_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1007\/978-3-540-74853-3_28","volume-title":"UbiComp 2007: Ubiquitous Computing","author":"B. Logan","year":"2007","unstructured":"Logan, B., Healey, J., Philipose, M., Tapia, E.M., Intille, S.: A Long-Term Evaluation of Sensing Modalities for Activity Recognition. In: Krumm, J., Abowd, G.D., Seneviratne, A., Strang, T. (eds.) UbiComp 2007. LNCS, vol.\u00a04717, pp. 483\u2013500. Springer, Heidelberg (2007)"},{"key":"17_CR15","doi-asserted-by":"crossref","unstructured":"Guan, D., Yuan, W., Lee, Y., Gavrilov, A., Lee, S.: Activity recognition based on semi-supervised learning. In: The 13th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, pp. 469\u2013475. IEEE Computer Society (2007)","DOI":"10.1109\/RTCSA.2007.17"},{"key":"17_CR16","first-page":"205","volume":"33","author":"M. Lustrek","year":"2009","unstructured":"Lustrek, M., Kaluza, B.: Fall detection and activity recognition with machine learning. Informatica\u00a033, 205\u2013212 (2009)","journal-title":"Informatica"},{"key":"17_CR17","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1007\/s00779-009-0277-9","volume":"14","author":"T.L.M. Kasteren van","year":"2010","unstructured":"van Kasteren, T.L.M., Englebienne, G., Kr\u00f6se, B.J.A.: An activity monitoring system for elderly care using generative and discriminative models. Personal and Ubiquitous Computing\u00a014, 489\u2013498 (2010)","journal-title":"Personal and Ubiquitous Computing"},{"key":"17_CR18","unstructured":"Blake, C., Merz, C.: UCI repository of machine learning databases (1998)"},{"issue":"3","key":"17_CR19","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1011996210207","volume":"16","author":"A.A. Freitas","year":"2001","unstructured":"Freitas, A.A.: Understanding the crucial role of attribute interaction in data mining. Artificial Intelligence Review\u00a016(3), 177\u2013199 (2001)","journal-title":"Artificial Intelligence Review"},{"issue":"19","key":"17_CR20","doi-asserted-by":"publisher","first-page":"2507","DOI":"10.1093\/bioinformatics\/btm344","volume":"23","author":"Y. Saeys","year":"2007","unstructured":"Saeys, Y., Inza, I., Larranaga, P.: A review of feature selection techniques in bioinformatics. Bioinformatics\u00a023(19), 2507\u20132517 (2007)","journal-title":"Bioinformatics"},{"key":"17_CR21","series-title":"Data Mining and Knowledge Discovery Series","volume-title":"Computational Methods of Feature Selection","year":"2007","unstructured":"Liu, H., Motoda, H. (eds.): Computational Methods of Feature Selection. Data Mining and Knowledge Discovery Series. Chapman and Hall\/CRC, New York (2007)"},{"key":"17_CR22","doi-asserted-by":"crossref","first-page":"207","DOI":"10.3233\/IDA-2009-0364","volume":"13","author":"Z. Zhao","year":"2009","unstructured":"Zhao, Z., Liu, H.: Searching for interacting features in subset selection. Intelligent Data Analysis\u00a013, 207\u2013228 (2009)","journal-title":"Intelligent Data Analysis"},{"issue":"2","key":"17_CR23","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1007\/s10489-007-0048-0","volume":"29","author":"C. Est\u00e9banez","year":"2008","unstructured":"Est\u00e9banez, C., Valls, J.M., Aler, R.: GPPE: a method to generate ad-hoc feature extractors for prediction in financial domains. Applied Intelligence\u00a029(2), 174\u2013185 (2008)","journal-title":"Applied Intelligence"},{"key":"17_CR24","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Rockett, P.I.: Domain-independent feature extraction for multi-classification using multi-objective genetic programming. Pattern Analysis and Applications\u00a013 (2009)","DOI":"10.1007\/s10044-009-0154-1"},{"key":"17_CR25","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/3-540-44673-7_4","volume-title":"Machine Learning and Its Applications","author":"B. Zupan","year":"2001","unstructured":"Zupan, B., Bratko, I., Bohanec, M., Demsar, J.: Function Decomposition in Machine Learning. In: Paliouras, G., Karkaletsis, V., Spyropoulos, C.D. (eds.) ACAI 1999. LNCS (LNAI), vol.\u00a02049, pp. 71\u2013101. Springer, Heidelberg (2001)"},{"key":"17_CR26","doi-asserted-by":"publisher","first-page":"830","DOI":"10.1109\/AMS.2008.131","volume-title":"Asia International Conference on Modelling and Simulation","author":"R. Alfred","year":"2008","unstructured":"Alfred, R.: DARA: Data summarisation with feature construction. In: Asia International Conference on Modelling and Simulation, pp. 830\u2013835. IEEE Computer Society, Kuala Lumpur (2008)"},{"key":"17_CR27","doi-asserted-by":"crossref","unstructured":"Grunwald, P.D.: The Minimum Description Length Principle. MIT Press (2007)","DOI":"10.7551\/mitpress\/4643.001.0001"},{"key":"17_CR28","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1023\/B:MACH.0000019804.29836.05","volume":"55","author":"M. Boulle","year":"2004","unstructured":"Boulle, M.: Khiops: A statistical discretization method of continuous attributes. Machine Learning\u00a055, 53\u201369 (2004)","journal-title":"Machine Learning"},{"issue":"2","key":"17_CR29","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/TKDE.2004.1269594","volume":"16","author":"L.A. Kurgan","year":"2004","unstructured":"Kurgan, L.A., Cios, K.J.: CAIM discretization algorithm. IEEE Transactions on Knowledge and Data Engineering\u00a016(2), 145\u2013153 (2004)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"17_CR30","first-page":"1529","volume":"14","author":"M. Garc\u00eda-Herranz","year":"2008","unstructured":"Garc\u00eda-Herranz, M., Haya, P.A., Montoro, G., Esquivel, A., Alam\u00e1n, X.: Easing the smart home: Semi-automatic adaptation in perceptive environments. Journal of Universal Computer Science\u00a014, 1529\u20131544 (2008)","journal-title":"Journal of Universal Computer Science"},{"key":"17_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"804","DOI":"10.1007\/978-3-540-76890-6_6","volume-title":"On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops","author":"A. Esquivel","year":"2007","unstructured":"Esquivel, A., Haya, P.A., Garc\u00eda-Herranz, M., Alam\u00e1n, X.: Managing Pervasive Environment Privacy Using the \u201cfair trade\u201d Metaphor. In: Meersman, R., Tari, Z. (eds.) OTM-WS 2007, Part II. LNCS, vol.\u00a04806, pp. 804\u2013813. Springer, Heidelberg (2007)"},{"key":"17_CR32","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/978-3-540-30468-5_30","volume-title":"On the Move to Meaningful Internet Systems 2004: CoopIS, DOA, and ODBASE","author":"P.A. Haya","year":"2004","unstructured":"Haya, P.A., Montoro, G., Alam\u00e1n, X.: A Prototype of a Context-Based Architecture for Intelligent Home Environments. In: Meersman, R., Tari, Z. (eds.) CoopIS\/DOA\/ODBASE 2004. LNCS, vol.\u00a03290, pp. 477\u2013491. Springer, Heidelberg (2004)"},{"key":"17_CR33","unstructured":"Pidwirny, M.: Daily and annual cycles of temperature, fundamentals of physical geography, 2nd edn. (2006), \n                    \n                      http:\/\/www.physicalgeography.net\/fundamentals\/7l.html"},{"key":"17_CR34","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo (1993)"},{"key":"17_CR35","unstructured":"BoxLab Wiki Page, \n                    \n                      http:\/\/boxlab.wikispaces.com\/"}],"container-title":["Lecture Notes in Computer Science","Ambient Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34898-3_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T01:23:14Z","timestamp":1558315394000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34898-3_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642348976","9783642348983"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34898-3_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}