{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T23:26:04Z","timestamp":1742945164302,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":37,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811360510"},{"type":"electronic","value":"9789811360527"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-981-13-6052-7_65","type":"book-chapter","created":{"date-parts":[[2019,3,11]],"date-time":"2019-03-11T16:04:19Z","timestamp":1552320259000},"page":"757-768","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Artefacts Removal from EEG Recordings in Urban Environment"],"prefix":"10.1007","author":[{"given":"Muhammad Talha","family":"Alam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Humera","family":"Farooq","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Noman","family":"Khalid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tarwan","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kamran","family":"Rasheed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,3,12]]},"reference":[{"key":"65_CR1","doi-asserted-by":"crossref","first-page":"25","DOI":"10.3389\/fict.2015.00025","volume":"2","author":"F Miralles","year":"2015","unstructured":"Miralles, F., et al.: Brain\u2013computer interfaces on track to home: results of the evaluation at disabled end-users\u2019 homes and lessons learnt. Front. ICT 2, 25 (2015)","journal-title":"Front. ICT"},{"key":"65_CR2","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1146\/annurev.bb.02.060173.001105","volume":"2","author":"J Vidal","year":"1973","unstructured":"Vidal, J.: Toward direct brain-computer communication. Ann. Rev. Biophys. Bioeng. 2, 157\u2013180 (1973)","journal-title":"Ann. Rev. Biophys. Bioeng."},{"issue":"1","key":"65_CR3","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1186\/s12938-016-0303-x","volume":"16","author":"R Chai","year":"2017","unstructured":"Chai, R., Naik, G.R., Ling, S.H., Nguyen, H.T.: Hybrid brain\u2013computer interface for biomedical cyber-physical system application using wireless embedded EEG systems. Biomed. Eng. Online 16(1), 5 (2017)","journal-title":"Biomed. Eng. Online"},{"key":"65_CR4","unstructured":"Liang, S.-F., Shaw, F.-Z., Young, C.-.P, Chang, D.-.W, Liao, Y.-C.: A closed-loop brain computer interface for real-time seizure detection and control. In: Engineering in Medicine and Biology Society. IEEE (2010)"},{"key":"65_CR5","doi-asserted-by":"crossref","unstructured":"Kulasuriya, K.H., Perera, M.: Forecasting epileptic seizures using EEG signal swavelet transform and artificial neural networks. In: 2011 International Symposium on IT in Medicine and Education, vol. 1. IEEE (2011)","DOI":"10.1109\/ICCSCE.2011.6190540"},{"key":"65_CR6","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1136\/bjsports-2012-091877","volume":"49","author":"P Aspinall","year":"2015","unstructured":"Aspinall, P., Mavros, P., Coyne, R., Roe, J.: The urban brain: analysing outdoor physical activity with mobile EEG. Br. J. Sports Med. 49, 272\u2013276 (2015)","journal-title":"Br. J. Sports Med."},{"issue":"3","key":"65_CR7","first-page":"1","volume":"140","author":"P Bowen","year":"2014","unstructured":"Bowen, P., Edwards, P., Lingard, H., Cattell, K.: Predictive modelling of workplace stress among construction professionals. J. Constr. Eng. Manage. 140(3), 1\u201310 (2014)","journal-title":"J. Constr. Eng. Manage."},{"issue":"S1","key":"65_CR8","doi-asserted-by":"crossref","first-page":"S72","DOI":"10.1002\/job.1924","volume":"36","author":"S Sonnentag","year":"2015","unstructured":"Sonnentag, S., Fritz, C.: Recovery from job stress: the stressor-detachment model as an integrative framework. J. Organ. Behav. 36(S1), S72\u2013S103 (2015)","journal-title":"J. Organ. Behav."},{"issue":"3","key":"65_CR9","first-page":"151","volume":"5","author":"W Roessler","year":"2006","unstructured":"Roessler, W.: Psychiatric rehabilitation today: an overview. World Psychiatry 5(3), 151 (2006)","journal-title":"World Psychiatry"},{"key":"65_CR10","doi-asserted-by":"crossref","unstructured":"Akhonda, M.A.B.S., Islam, S.M.F., Khan, A.S., Ahmed, F., Rahman, M.M.: Stress detection of computer user in office like working environment using neural network. In: 2014 17th International Conference on IEEE Computer and Information Technology (2014)","DOI":"10.1109\/ICCITechn.2014.7073120"},{"key":"65_CR11","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.buildenv.2014.10.003","volume":"88","author":"Y Choi","year":"2015","unstructured":"Choi, Y., Kim, M., Chun, C.: Measurement of occupants\u2019 stress based on electroencephalograms (EEG) in twelve combined environments. Build. Environ. 88, 65\u201372 (2015)","journal-title":"Build. Environ."},{"key":"65_CR12","unstructured":"Lakshmi, M.R., Prasad, D.T., Prakash, D.V.C.: Survey on EEG signal processing methods. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 4(1) (2014)"},{"key":"65_CR13","unstructured":"Jog, N.K.: Electronics in Medicine and Biomedical Instrumentation. ISBN 81-203-2926-0"},{"key":"65_CR14","doi-asserted-by":"crossref","unstructured":"Jafarifarmand, A., Badamchizadeh, M.A., Seyedarabi, H.: Evaluation criteria of biological artifacts removal rate from EEG signals, pp. 123\u2013128 (2014)","DOI":"10.1109\/ISIE.2014.6864597"},{"key":"65_CR15","doi-asserted-by":"crossref","first-page":"2228","DOI":"10.1126\/science.1117256","volume":"309","author":"M Massimini","year":"2005","unstructured":"Massimini, M., Ferrarelli, F., Huber, R., Esser, S.K., Singh, H.: Breakdown of cortical effective connectivity during sleep. Science 309, 2228\u20132232 (2005)","journal-title":"Science"},{"key":"65_CR16","doi-asserted-by":"crossref","first-page":"520","DOI":"10.1007\/s10548-013-0312-z","volume":"28","author":"EM Braack Ter","year":"2013","unstructured":"Ter Braack, E.M., de Vos, C.C.: Masking the auditory evoked potential in TMS-EEG: a comparison of various methods. Brain Topogr. 28, 520\u2013528 (2013)","journal-title":"Brain Topogr."},{"key":"65_CR17","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1016\/j.brs.2012.07.005","volume":"6","author":"T Mutanen","year":"2013","unstructured":"Mutanen, T., M\u00e4ki, H., Ilmoniemi, R.J.: The effect of stimulus parameters on TMS-EEG muscle artifacts. Brain Stimul. 6, 371\u2013376 (2013)","journal-title":"Brain Stimul."},{"key":"65_CR18","doi-asserted-by":"crossref","first-page":"1652","DOI":"10.1002\/hbm.22016","volume":"34","author":"NC Rogasch","year":"2013","unstructured":"Rogasch, N.C., Fitzgerald, P.B.: Assessing cortical network properties using TMS-EEG. Hum. Brain Mapp. 34, 1652\u20131669 (2013)","journal-title":"Hum. Brain Mapp."},{"key":"65_CR19","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1002\/ana.20521","volume":"58","author":"S Bender","year":"2005","unstructured":"Bender, S., Basseler, K., Sebastian, I., Resch, F., Oelkers-Ax, R.: Electroencephalographic response to transcranial magnetic stimulation in children. Ann. Neurol. 58, 58\u201367 (2005)","journal-title":"Ann. Neurol."},{"key":"65_CR20","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1016\/j.jneumeth.2004.06.016","volume":"141","author":"G Thut","year":"2005","unstructured":"Thut, G., Ives, J.R., Kampmann, F., Pastor, M.A., Pascual-Leone, A.: A new device and protocol for combining TMS and online recordings of EEG and evoked potentials. J. Neurosci. Methods 141, 207\u2013217 (2005)","journal-title":"J. Neurosci. Methods"},{"issue":"4","key":"65_CR21","doi-asserted-by":"crossref","first-page":"2706","DOI":"10.1016\/j.neuroimage.2010.11.041","volume":"54","author":"H M\u00e4ki","year":"2011","unstructured":"M\u00e4ki, H., Ilmoniemi, R.J.: Projecting out muscle artifacts from TMS-evoked EEG. Neuroimage 54(4), 2706\u20132710 (2011)","journal-title":"Neuroimage"},{"key":"65_CR22","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1016\/j.jneumeth.2012.05.029","volume":"209","author":"JC Hernandez-Pavon","year":"2012","unstructured":"Hernandez-Pavon, J.C., et al.: Uncovering neural independent components from highly artifactual TMS-evoked EEG data. J. Neurosci. Methods 209, 144\u2013157 (2012)","journal-title":"J. Neurosci. Methods"},{"issue":"4","key":"65_CR23","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1109\/86.895946","volume":"8","author":"HM-G Ramoser","year":"2005","unstructured":"Ramoser, H.M.-G.: Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans. Rehabil. Eng. 8(4), 441\u2013446 (2005)","journal-title":"IEEE Trans. Rehabil. Eng."},{"key":"65_CR24","doi-asserted-by":"crossref","unstructured":"Goel, S.K.: Performance analysis of Welch and Blackman Nuttall window for noise reduction of ECG. In: 2015 International Conference on Signal Processing, Computing and Control (ISPCC), pp. 87\u201391. IEEE (2015)","DOI":"10.1109\/ISPCC.2015.7375003"},{"key":"65_CR25","unstructured":"Liu, Y.: A Delta sigma based finite impulse response filter for EEG signal processing. In: 2015 IEEE 58th International Midwest Symposium on Circuits and Systems (MWSCAS), pp. 1\u20134. IEEE (2015)"},{"issue":"1","key":"65_CR26","first-page":"211","volume":"3","author":"PS Krishnamurthy","year":"2016","unstructured":"Krishnamurthy, P.S.: Comparison of various filtering techniques used for removing high frequency noise in ECG signal. Int. J. Stud. Res. Technol. Manage. 3(1), 211\u2013215 (2016)","journal-title":"Int. J. Stud. Res. Technol. Manage."},{"key":"65_CR27","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/S0893-6080(00)00026-5","volume":"13","author":"A Hyv\u00e4rinen","year":"2000","unstructured":"Hyv\u00e4rinen, A., Oja, E.: Independent component analysis: algorithms and applications. Neural Netw. 13, 411\u2013430 (2000)","journal-title":"Neural Netw."},{"key":"65_CR28","doi-asserted-by":"crossref","first-page":"10979","DOI":"10.1073\/pnas.94.20.10979","volume":"94","author":"S Makeig","year":"1997","unstructured":"Makeig, S., Jung, T.P., Bell, A.J., Ghahremani, D., Sejnowski, T.J.: Blind separation of auditory event-related brain responses into independent components. Proc. Natl. Acad. Sci. U.S.A 94, 10979\u201310984 (1997)","journal-title":"Proc. Natl. Acad. Sci. U.S.A"},{"key":"65_CR29","unstructured":"Schwarz, D., Subramanian, V., Zhuang, K., Adamczyk, C.: Educational neurogaming: EEG-controlled videogames as interactive teaching tools for introductory neuroscience (2014)"},{"issue":"3","key":"65_CR30","doi-asserted-by":"crossref","first-page":"031001","DOI":"10.1088\/1741-2560\/12\/3\/031001","volume":"12","author":"JA-Z Urig\u00fcen","year":"2015","unstructured":"Urig\u00fcen, J.A.-Z.: EEG artifact removal\u2014state-of-the-art and guidelines. J. Neural Eng. 12(3), 031001 (2015)","journal-title":"J. Neural Eng."},{"key":"65_CR31","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.neuroimage.2014.07.037","volume":"101","author":"NC-P Rogasch","year":"2014","unstructured":"Rogasch, N.C.-P.: Removing artefacts from TMS-EEG recordings using independent component analysis: importance for assessing prefrontal and motor cortex network properties. Neuroimage 101, 425\u2013439 (2014)","journal-title":"Neuroimage"},{"issue":"5","key":"65_CR32","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1109\/10.841330","volume":"47","author":"RS Vig\u00e1rio","year":"2000","unstructured":"Vig\u00e1rio, R.S.: Independent component approach to the analysis of EEG and MEG recordings. IEEE Trans. Biomed. Eng. 47(5), 589\u2013593 (2000)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"12","key":"65_CR33","doi-asserted-by":"crossref","first-page":"8659","DOI":"10.1016\/j.eswa.2010.06.065","volume":"37","author":"A Subasi","year":"2010","unstructured":"Subasi, A.: EEG signal classification using PCA, ICA, LDA and support vector machines. Expert Syst. Appl. 37(12), 8659\u20138666 (2010)","journal-title":"Expert Syst. Appl."},{"key":"65_CR34","doi-asserted-by":"crossref","first-page":"310","DOI":"10.3389\/fnhum.2017.00310","volume":"11","author":"BR Schlink","year":"2017","unstructured":"Schlink, B.R.: Independent component analysis and source localization on mobile EEG data can identify increased levels of acute stress. Front. Hum. Neurosci. 11, 310 (2017)","journal-title":"Front. Hum. Neurosci."},{"key":"65_CR35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jneumeth.2014.02.014","volume":"228","author":"AX Stewart","year":"2014","unstructured":"Stewart, A.X.: Single-trial classification of EEG in a visual object task using ICA and machine learning. J. Neurosci. Methods 228, 1\u2013145 (2014)","journal-title":"J. Neurosci. Methods"},{"issue":"3","key":"65_CR36","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1109\/JBHI.2016.2532354","volume":"21","author":"RN Chai","year":"2017","unstructured":"Chai, R.N.: Driver fatigue classification with independent component by entropy rate bound minimization analysis in an EEG-based system. IEEE J. Biomed. Health Inf. 21(3), 715\u2013724 (2017)","journal-title":"IEEE J. Biomed. Health Inf."},{"issue":"2","key":"65_CR37","doi-asserted-by":"crossref","first-page":"R1","DOI":"10.1088\/1741-2560\/4\/2\/R01","volume":"4","author":"F Lotte","year":"2007","unstructured":"Lotte, F., Congedo, M., L\u00e9cuyer, A., Lamarche, F., Arnaldi, B.: A review of classification algorithms for EEG-based brain\u2013computer interfaces. J. Neural Eng. 4(2), R1 (2007)","journal-title":"J. Neural Eng."}],"container-title":["Communications in Computer and Information Science","Intelligent Technologies and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-6052-7_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,13]],"date-time":"2022-09-13T17:18:17Z","timestamp":1663089497000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-6052-7_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811360510","9789811360527"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-6052-7_65","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"12 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"INTAP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Technologies and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bahawalpur","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pakistan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 October 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 October 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"intap2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/jdconline.net\/intap\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}