{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T15:07:49Z","timestamp":1777129669343,"version":"3.51.4"},"reference-count":49,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,12]]},"DOI":"10.1109\/wsc.2014.7020164","type":"proceedings-article","created":{"date-parts":[[2015,1,27]],"date-time":"2015-01-27T10:30:56Z","timestamp":1422354656000},"page":"3296-3307","source":"Crossref","is-referenced-by-count":13,"title":["Construction activity recognition for simulation input modeling using machine learning classifiers"],"prefix":"10.1109","author":[{"given":"Reza","family":"Akhavian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir H.","family":"Behzadan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"1541","article-title":"Activity Recognition from Accelerometer Data","author":"ravi","year":"2005","journal-title":"Proc AAAI"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/11890348_39"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1061\/9780784412329.102"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000087"},{"key":"ref31","article-title":"Learning When Data Sets Are Imbalanced and When Costs Are Unequal and Unknown","author":"maloof","year":"2003","journal-title":"Proc ICML 2003 Workshop Learn Imbalanced Data Sets II"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24646-6_2"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0926-5805(03)00057-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2006.08.001"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2006.275640"},{"key":"ref34","first-page":"1232","article-title":"Evaluation of a New Sensor System for Ambulatory Monitoring of Human Posture and Walking Speed Using Accelerometers and Gyroscope","author":"motoi","year":"2003","journal-title":"Proc SICE 2003 Annual Conf"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2009.46"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1964897.1964918"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1139\/l07-029"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2012.04.004"},{"key":"ref1","article-title":"Application of Low-Cost Accelerometers for Measuring the Operational Efficiency of a Construction Equipment Fleet","author":"ahn","year":"2013","journal-title":"Journal of Computing in Civil Engineering"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000027"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000328"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2011.06.002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2011.6148065"},{"key":"ref23","article-title":"Correlation-Based Feature Selection for Machine Learning","author":"hall","year":"1999"},{"key":"ref26","first-page":"1","article-title":"A Feature Extraction Method for Realtime Human Activity Recognition on Cell Phones","author":"khan","year":"2011","journal-title":"Proceeding of the is QoLT 2011"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000097"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2011.05.001"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/11428848_79"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000652"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9364(2005)131:2(230)"},{"key":"ref13","article-title":"Real-Time Motion Classification for Wearable Computing Applications","author":"de vaul","year":"2001","journal-title":"2001 project paper"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2006.07.004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-010-0293-9"},{"key":"ref16","article-title":"Proactive Productivity Management at Job Sites: Understanding Characteristics of Assumptions Made for Construction Processes During Planning Based on Case Studies and Interviews","volume":"140","author":"gao","year":"2013","journal-title":"Journal of Construction Engineering and Management"},{"key":"ref17","author":"goldberg","year":"1989","journal-title":"Genetic Algorithms in Search Optimization and Machine Learning Reading"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2013.09.001"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2007.09.002"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0000775"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2013.6721670"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1007\/978-3-642-14715-9_5","article-title":"Human Activity Recognition Using Inertial\/Magnetic Sensor Units","author":"altun","year":"2010","journal-title":"Human Behavior Understanding"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2013.6721677"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02481-8_120"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24646-6_1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2007)21:4(238)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2012.10.017"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2006.2"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273614"},{"key":"ref48","article-title":"Bayesian-Based Hybrid Simulation Approach to Project Completion Forecasting for Underground Construction","volume":"140","author":"zhang","year":"2013","journal-title":"Journal of Construction Engineering and Management"},{"key":"ref47","first-page":"856","article-title":"Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution","author":"yu","year":"2003","journal-title":"Proceeding of ICML"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2007.02.018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2012.05.007"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2014.02.018"},{"key":"ref43","first-page":"23","article-title":"Rapid Automated Monitoring of Construction Site Activities Using Ultra-Wideband","author":"teizer","year":"2007","journal-title":"Proceedings of the 24th International Symposium on Automation & Robotics in Construction"}],"event":{"name":"2014 Winter Simulation Conference - (WSC 2014)","location":"Savanah, GA, USA","start":{"date-parts":[[2014,12,7]]},"end":{"date-parts":[[2014,12,10]]}},"container-title":["Proceedings of the Winter Simulation Conference 2014"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7002492\/7019868\/07020164.pdf?arnumber=7020164","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T00:25:44Z","timestamp":1498177544000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7020164\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/wsc.2014.7020164","relation":{},"subject":[],"published":{"date-parts":[[2014,12]]}}}