{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T09:05:12Z","timestamp":1742979912668,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319544298"},{"type":"electronic","value":"9783319544304"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","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":[[2017]]},"DOI":"10.1007\/978-3-319-54430-4_64","type":"book-chapter","created":{"date-parts":[[2017,2,25]],"date-time":"2017-02-25T08:23:30Z","timestamp":1488011010000},"page":"664-675","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Analytics on the Impact of Leadership Styles and Leadership Outcome"],"prefix":"10.1007","author":[{"given":"Waseem","family":"Ahmad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Akhtaruzamman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,26]]},"reference":[{"key":"64_CR1","series-title":"Advances in Intelligent and Soft Computing","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1007\/978-3-642-12433-4_61","volume-title":"Trends in Practical Applications of Agents and Multiagent Systems","author":"G Fiol-Roig","year":"2010","unstructured":"Fiol-Roig, G., Mir\u00f3-Juli\u00e0, M., Isern-Dey\u00e0, A.P.: Applying data mining techniques to stock market analysis. In: Demazeau, Y., et al. (eds.) Trends in Practical Applications of Agents and Multiagent Systems. AISC, vol. 71, pp. 519\u2013527. Springer, Heidelberg (2010). doi:10.1007\/978-3-642-12433-4"},{"key":"64_CR2","doi-asserted-by":"crossref","unstructured":"Ahmed, S.R.: Applications of data mining in retail business. In: International Conference on Information Technology: Coding and Computing (ITCC) (2004)","DOI":"10.1109\/ITCC.2004.1286695"},{"issue":"8","key":"64_CR3","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1145\/545151.545178","volume":"45","author":"C Apte","year":"2002","unstructured":"Apte, C., et al.: Business applications of data mining. Commun. ACM 45(8), 49\u201353 (2002)","journal-title":"Commun. ACM"},{"issue":"2","key":"64_CR4","doi-asserted-by":"publisher","first-page":"2592","DOI":"10.1016\/j.eswa.2008.02.021","volume":"36","author":"EWT Ngai","year":"2009","unstructured":"Ngai, E.W.T., Xiu, L., Chau, D.C.K.: Application of data mining techniques in customer relationship management: a literature review and classification. Expert Syst. Appl. 36(2), 2592\u20132602 (2009)","journal-title":"Expert Syst. Appl."},{"issue":"4","key":"64_CR5","first-page":"54","volume":"42","author":"HL Lee","year":"2001","unstructured":"Lee, H.L., Whang, S.: Winning the last mile of e-commerce. MIT Sloan Manag. Rev. 42(4), 54 (2001)","journal-title":"MIT Sloan Manag. Rev."},{"key":"64_CR6","unstructured":"Kotsiantis, S.B., Zaharakis, I., Pintelas, P.: Supervised machine learning: a review of classification techniques (2007)"},{"key":"64_CR7","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1145\/331499.331504","volume":"31","author":"AK Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data clustering: a review. ACM Comput. Surv. 31, 265\u2013323 (1999)","journal-title":"ACM Comput. Surv."},{"key":"64_CR8","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-46027-6","volume-title":"Association Rule Mining: Models and Algorithms","author":"C Zhang","year":"2002","unstructured":"Zhang, C., Zhang, S.: Association Rule Mining: Models and Algorithms. Springer, Heidelberg (2002)"},{"key":"64_CR9","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-34351-6","volume-title":"Introduction to Data Mining and Its Applications","author":"S Sumathi","year":"2006","unstructured":"Sumathi, S., Sivanandam, S.N.: Introduction to Data Mining and Its Applications, vol. 29. Springer, Heidelberg (2006)"},{"key":"64_CR10","unstructured":"Elena, \u00c5.e.A., How to improve employee motivation and group performance through leadership conceptual model. The Annals of the University of Oradea, p. 1086"},{"key":"64_CR11","unstructured":"WCDHRP Need: Human Resource Management: Gaining a Competitive Advantage (2006)"},{"issue":"4","key":"64_CR12","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1016\/S1048-9843(03)00050-X","volume":"14","author":"DI Jung","year":"2003","unstructured":"Jung, D.I., Chow, C., Wu, A.: The role of transformational leadership in enhancing organizational innovation: hypotheses and some preliminary findings. Leadersh. Q. 14(4), 525\u2013544 (2003)","journal-title":"Leadersh. Q."},{"key":"64_CR13","unstructured":"Mah\u2019d Alloubani, A., et al.: Impact of leadership styles on leadership outcome (effectiveness, satisfaction and extra effort) in the private healthcare sector in Jordan. Eur. Sci. J."},{"key":"64_CR14","volume-title":"The Leadership Experience","author":"RL Daft","year":"2009","unstructured":"Daft, R.L., Pirola-Merlo, A.: The Leadership Experience. Cengage Learning, Australia Pty Limited, Mason (2009)"},{"issue":"3","key":"64_CR15","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1207\/s15327876mp1603_4","volume":"16","author":"J Eid","year":"2004","unstructured":"Eid, J., et al.: Situation awareness and transformational leadership in senior military leaders: an exploratory study. Mil. Psychol. 16(3), 203 (2004)","journal-title":"Mil. Psychol."},{"issue":"2","key":"64_CR16","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1108\/09699980810852682","volume":"15","author":"K Limsila","year":"2008","unstructured":"Limsila, K., Ogunlana, S.O.: Performance and leadership outcome correlates of leadership styles and subordinate commitment. Eng. Constr. Archit. Manag.t 15(2), 164\u2013184 (2008)","journal-title":"Eng. Constr. Archit. Manag.t"},{"issue":"2","key":"64_CR17","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1108\/01437731211203465","volume":"33","author":"CS Lam","year":"2012","unstructured":"Lam, C.S., O\u2019Higgins, E.R.E.: Enhancing employee outcomes: the interrelated influences of managers\u2019 emotional intelligence and leadership style. Leadersh. Org. Dev. J. 33(2), 149\u2013174 (2012)","journal-title":"Leadersh. Org. Dev. J."},{"key":"64_CR18","unstructured":"Hamidifar, F.: A study of the relationship between leadership styles and employee job satisfaction at Islamic Azad University branches in Tehran, Iran (2015)"},{"key":"64_CR19","first-page":"57","volume":"1","author":"C Aiden","year":"2014","unstructured":"Aiden, C., et al.: A review of psychometric data analysis and applications in modelling of academic achievement in tertiary education. J. Learn. Anal. 1, 57\u2013106 (2014)","journal-title":"J. Learn. Anal."},{"key":"64_CR20","volume-title":"Statistical Analysis and Data Mining Applications","author":"R Nisbet","year":"2009","unstructured":"Nisbet, R., Elder, J., Miner, G.: Statistical Analysis and Data Mining Applications. Academic Press, Waltham (2009)"},{"issue":"3","key":"64_CR21","first-page":"175","volume":"5","author":"I Naile","year":"2014","unstructured":"Naile, I., Selesho, J.: The role of leadership in employee motivation. Mediterr. J. Soc. Sci. 5(3), 175 (2014)","journal-title":"Mediterr. J. Soc. Sci."},{"issue":"1","key":"64_CR22","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.fbj.2016.05.002","volume":"2","author":"M Asrar-ul-Haq","year":"2016","unstructured":"Asrar-ul-Haq, M., Kuchinke, P.: Impact of leadership styles on employees\u2019 attitude towards their leader and performance: empirical evidence from Pakistani banks. Future Bus. J. 2(1), 54\u201366 (2016)","journal-title":"Future Bus. J."},{"key":"64_CR23","unstructured":"Norwawi, S.: Leadership Styles: A Comparative Analysis of PTD Officers and DG Officers in the Ministry of Education Malaysia (2010)"},{"issue":"1","key":"64_CR24","doi-asserted-by":"publisher","first-page":"25","DOI":"10.2224\/sbp.2014.42.1.25","volume":"42","author":"X Wang","year":"2014","unstructured":"Wang, X., Ma, L., Zhang, M.: Transformational leadership and agency workers\u2019 organizational commitment: the mediating effect of organizational justice and job characteristics. Soc. Behav. Personal.: Int. J. 42(1), 25\u201336 (2014)","journal-title":"Soc. Behav. Personal.: Int. J."},{"key":"64_CR25","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1007\/s10551-014-2170-3","volume":"129","author":"T Quintana","year":"2015","unstructured":"Quintana, T., Park, S., Cabrera, Y.: Assessing the effects of leadership styles on employees\u2019 outcomes in international luxury hotels. J. Bus. Ethics 129, 469\u2013489 (2015)","journal-title":"J. Bus. Ethics"},{"key":"64_CR26","first-page":"25","volume":"16","author":"MD Kayemuddin","year":"2012","unstructured":"Kayemuddin, M.D.: Leadership in small business in Bangladesh. Int. J. Entrep. 16, 25\u201335 (2012)","journal-title":"Int. J. Entrep."},{"issue":"2","key":"64_CR27","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1177\/009102601104000202","volume":"40","author":"L Chu","year":"2011","unstructured":"Chu, L., Lai, C.: A research on the influence of leadership style and job characteristics on job performance among accountants of county and city government in Taiwan. Publ. Pers. Manag. 40(2), 101\u2013118 (2011)","journal-title":"Publ. Pers. Manag."},{"key":"64_CR28","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1022631118932","volume":"11","author":"CR Holte","year":"1993","unstructured":"Holte, C.R.: Very simple classification rules perform well on most commonly used datasets. Mach. Learn. 11, 63\u201391 (1993)","journal-title":"Mach. Learn."},{"issue":"1","key":"64_CR29","first-page":"500","volume":"1","author":"J Stefanowski","year":"2008","unstructured":"Stefanowski, J.: On rough set based approaches to induction of decision rules. Rough Sets Knowl. Discov. 1(1), 500\u2013529 (2008)","journal-title":"Rough Sets Knowl. Discov."},{"key":"64_CR30","volume-title":"C4.5: Programs for Machine Learning","author":"JR Quinlin","year":"1993","unstructured":"Quinlin, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, Burlington (1993)"},{"issue":"1","key":"64_CR31","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1002\/hrdq.21120","volume":"23","author":"J Hoon-Song","year":"2012","unstructured":"Hoon-Song, J., et al.: Role of transformational leadership in effective organizational knowledge creation practices: mediating effects of employees\u2019 work engagement. Hum. Resour. Dev. Q. 23(1), 65\u2013101 (2012)","journal-title":"Hum. Resour. Dev. Q."},{"key":"64_CR32","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/S0065-2601(08)60005-2","volume":"11","author":"FE Fiedler","year":"1978","unstructured":"Fiedler, F.E.: The contingency model and the dynamics of the leadership process. Adv. Exp. Soc. Psychol. 11, 59\u2013112 (1978)","journal-title":"Adv. Exp. Soc. Psychol."}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-54430-4_64","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T12:21:09Z","timestamp":1710246069000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-54430-4_64"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319544298","9783319544304"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-54430-4_64","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"26 February 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kanazawa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 April 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 April 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}