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ORCIDBibTeX records: Tomas Eklund
@article{DBLP:journals/nca/YaoSEB14,
author = {Zhiyuan Yao and
Peter Sarlin and
Tomas Eklund and
Barbro Back},
title = {Combining visual customer segmentation and response modeling},
journal = {Neural Comput. Appl.},
volume = {25},
number = {1},
pages = {123--134},
year = {2014},
url = {https://doi.org/10.1007/s00521-013-1454-3},
doi = {10.1007/S00521-013-1454-3},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YaoSEB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kes/SarlinE13,
author = {Peter Sarlin and
Tomas Eklund},
title = {Financial performance analysis of European banks using a fuzzified
Self-Organizing Map},
journal = {Int. J. Knowl. Based Intell. Eng. Syst.},
volume = {17},
number = {3},
pages = {223--234},
year = {2013},
url = {https://doi.org/10.3233/KES-130261},
doi = {10.3233/KES-130261},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kes/SarlinE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HolmbomRSEB13,
author = {Annika H. Holmbom and
Samuel R{\"{o}}nnqvist and
Peter Sarlin and
Tomas Eklund and
Barbro Back},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Green vs. Non-Green Customer Behavior: {A} Self-Organizing Time Map
over Greenness},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {529--535},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.103},
doi = {10.1109/ICDMW.2013.103},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HolmbomRSEB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/HolmbomSYEB13,
author = {Annika H. Holmbom and
Peter Sarlin and
Zhiyuan Yao and
Tomas Eklund and
Barbro Back},
editor = {Ebad Banissi and
Hanane Azzag and
Mark W. McK. Bannatyne and
Stefan Bertschi and
Fatma Bouali and
Remo Burkhard and
John Counsell and
Alfredo Cuzzocrea and
Martin J. Eppler and
Barbara Hammer and
Mustapha Lebbah and
Francis T. Marchese and
Muhammad Sarfraz and
Anna Ursyn and
Gilles Venturini and
Theodor G. Wyeld},
title = {Visual Data-Driven Profiling of Green Consumers},
booktitle = {17th International Conference on Information Visualisation, {IV} 2013,
London, United Kingdom, July 16-18, 2013},
pages = {291--298},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/IV.2013.37},
doi = {10.1109/IV.2013.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/HolmbomSYEB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/SarlinYE12,
author = {Peter Sarlin and
Zhiyuan Yao and
Tomas Eklund},
title = {A Framework for State Transitions on the Self-Organizing Map: some
Temporal Financial Applications},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {19},
number = {3},
pages = {189--203},
year = {2012},
url = {https://doi.org/10.1002/isaf.1328},
doi = {10.1002/ISAF.1328},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/SarlinYE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/LiuYEB12,
author = {Hongyan Liu and
Zhiyuan Yao and
Tomas Eklund and
Barbro Back},
title = {From Smart Meter Data to Pricing Intelligence - Visual Data Mining
towards Real-Time {BI}},
booktitle = {18th Americas Conference on Information Systems, {AMCIS} 2012, Seattle,
Washington, USA, August 9-11, 2012},
publisher = {Association for Information Systems},
year = {2012},
url = {http://aisel.aisnet.org/amcis2012/proceedings/DecisionSupport/11},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcis/LiuYEB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/YaoSEB12,
author = {Zhiyuan Yao and
Peter Sarlin and
Tomas Eklund and
Barbro Back},
title = {Combining Visual Customer Segmentation and Response Modeling},
booktitle = {20th European Conference on Information Systems, {ECIS} 2012, Barcelona,
Spain, June 10-13, 2012},
pages = {143},
year = {2012},
url = {http://aisel.aisnet.org/ecis2012/143},
timestamp = {Mon, 05 Dec 2016 15:14:00 +0100},
biburl = {https://dblp.org/rec/conf/ecis/YaoSEB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/SarlinYE12,
author = {Peter Sarlin and
Zhiyuan Yao and
Tomas Eklund},
title = {Probabilistic Modeling of State Transitions on the Self-Organizing
Map: Some Temporal Financial Applications},
booktitle = {45th Hawaii International International Conference on Systems Science
{(HICSS-45} 2012), Proceedings, 4-7 January 2012, Grand Wailea, Maui,
HI, {USA}},
pages = {1128--1137},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/HICSS.2012.486},
doi = {10.1109/HICSS.2012.486},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/SarlinYE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/LiuYEB12,
author = {Hongyan Liu and
Zhiyuan Yao and
Tomas Eklund and
Barbro Back},
editor = {Petra Perner},
title = {Electricity Consumption Time Series Profiling: {A} Data Mining Application
in Energy Industry},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects - 12th
Industrial Conference, {ICDM} 2012, Berlin, Germany, July 13-20, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7377},
pages = {52--66},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31488-9\_5},
doi = {10.1007/978-3-642-31488-9\_5},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/LiuYEB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/YaoSEB12,
author = {Zhiyuan Yao and
Peter Sarlin and
Tomas Eklund and
Barbro Back},
editor = {Ebad Banissi and
Stefan Bertschi and
Camilla Forsell and
Jimmy Johansson and
Sarah Kenderdine and
Francis T. Marchese and
Muhammad Sarfraz and
Liz J. Stuart and
Anna Ursyn and
Theodor G. Wyeld and
Hanane Azzag and
Mustapha Lebbah and
Gilles Venturini},
title = {Temporal Customer Segmentation Using the Self-organizing Time Map},
booktitle = {16th International Conference on Information Visualisation, {IV} 2012,
Montpellier, France, July 11-13, 2012},
pages = {234--240},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/IV.2012.47},
doi = {10.1109/IV.2012.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/YaoSEB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbis/HolmbomEB11,
author = {Annika H. Holmbom and
Tomas Eklund and
Barbro Back},
title = {Customer portfolio analysis using the {SOM}},
journal = {Int. J. Bus. Inf. Syst.},
volume = {8},
number = {4},
pages = {396--412},
year = {2011},
url = {https://doi.org/10.1504/IJBIS.2011.042397},
doi = {10.1504/IJBIS.2011.042397},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbis/HolmbomEB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/EklundTVB11,
author = {Tomas Eklund and
Jarmo Toivonen and
Hannu Vanharanta and
Barbro Back},
editor = {Vallabh Sambamurthy and
Mohan Tanniru},
title = {Customer Feedback Analysis using Collocations},
booktitle = {A Renaissance of Information Technology for Sustainability and Global
Competitiveness. 17th Americas Conference on Information Systems,
{AMCIS} 2011, Detroit, Michigan, USA, August 4-8 2011},
publisher = {Association for Information Systems},
year = {2011},
url = {http://aisel.aisnet.org/amcis2011\_submissions/158},
timestamp = {Tue, 03 Jan 2012 09:17:07 +0100},
biburl = {https://dblp.org/rec/conf/amcis/EklundTVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/deis/LiuEBV11,
author = {Hongyan Liu and
Tomas Eklund and
Barbro Back and
Hannu Vanharanta},
editor = {Ezendu Ariwa and
Eyas El{-}Qawasmeh},
title = {Visual Data Mining: Using Self-Organizing Maps for Electricity Distribution
Regulation},
booktitle = {Digital Enterprise and Information Systems - International Conference,
{DEIS} 2011, London, UK, July 20 - 22, 2011. Proceedings},
series = {Communications in Computer and Information Science},
volume = {194},
pages = {631--645},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22603-8\_55},
doi = {10.1007/978-3-642-22603-8\_55},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/deis/LiuEBV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SarlinE11,
author = {Peter Sarlin and
Tomas Eklund},
editor = {Andreas K{\"{o}}nig and
Andreas Dengel and
Knut Hinkelmann and
Koichi Kise and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Financial Performance Analysis of European Banks Using a Fuzzified
Self-Organizing Map},
booktitle = {Knowlege-Based and Intelligent Information and Engineering Systems
- 15th International Conference, {KES} 2011, Kaiserslautern, Germany,
September 12-14, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6882},
pages = {186--195},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23863-5\_19},
doi = {10.1007/978-3-642-23863-5\_19},
timestamp = {Fri, 13 Sep 2019 15:47:24 +0200},
biburl = {https://dblp.org/rec/conf/kes/SarlinE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/SarlinE11,
author = {Peter Sarlin and
Tomas Eklund},
editor = {Jorma Laaksonen and
Timo Honkela},
title = {Fuzzy Clustering of the Self-Organizing Map: Some Applications on
Financial Time Series},
booktitle = {Advances in Self-Organizing Maps - 8th International Workshop, {WSOM}
2011, Espoo, Finland, June 13-15, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6731},
pages = {40--50},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21566-7\_4},
doi = {10.1007/978-3-642-21566-7\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/wsom/SarlinE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoEB10,
author = {Zhiyuan Yao and
Tomas Eklund and
Barbro Back},
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Using SOM-Ward Clustering and Predictive Analytics for Conducting
Customer Segmentation},
booktitle = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
pages = {639--646},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDMW.2010.121},
doi = {10.1109/ICDMW.2010.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoEB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/YaoHEB10,
author = {Zhiyuan Yao and
Annika H. Holmbom and
Tomas Eklund and
Barbro Back},
editor = {Petra Perner},
title = {Combining Unsupervised and Supervised Data Mining Techniques for Conducting
Customer Portfolio Analysis},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects, 10th
Industrial Conference, {ICDM} 2010, Berlin, Germany, July 12-14, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6171},
pages = {292--307},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14400-4\_23},
doi = {10.1007/978-3-642-14400-4\_23},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/incdm/YaoHEB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/MagnussonAEBVV05,
author = {Camilla Magnusson and
Antti Arppe and
Tomas Eklund and
Barbro Back and
Hannu Vanharanta and
Ari Visa},
title = {The language of quarterly reports as an indicator of change in the
company's financial status},
journal = {Inf. Manag.},
volume = {42},
number = {4},
pages = {561--574},
year = {2005},
url = {https://doi.org/10.1016/j.im.2004.02.008},
doi = {10.1016/J.IM.2004.02.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iam/MagnussonAEBVV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/KloptchenkoEKBVV04,
author = {Antonina Kloptchenko and
Tomas Eklund and
Jonas Karlsson and
Barbro Back and
Hannu Vanharanta and
Ari Visa},
title = {Combining data and text mining techniques for analysing financial
reports},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {12},
number = {1},
pages = {29--41},
year = {2004},
url = {https://doi.org/10.1002/isaf.239},
doi = {10.1002/ISAF.239},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/KloptchenkoEKBVV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivs/EklundBVV03,
author = {Tomas Eklund and
Barbro Back and
Hannu Vanharanta and
Ari Visa},
title = {Using the self-organizing map as a visualization tool in financial
benchmarking},
journal = {Inf. Vis.},
volume = {2},
number = {3},
pages = {171--181},
year = {2003},
url = {https://doi.org/10.1057/palgrave.ivs.9500048},
doi = {10.1057/PALGRAVE.IVS.9500048},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivs/EklundBVV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/CosteaE03,
author = {Adrian Costea and
Tomas Eklund},
title = {A Two-Level Approach to Making Class Predictions},
booktitle = {36th Hawaii International Conference on System Sciences {(HICSS-36}
2003), {CD-ROM} / Abstracts Proceedings, January 6-9, 2003, Big Island,
HI, {USA}},
pages = {84},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/HICSS.2003.1174207},
doi = {10.1109/HICSS.2003.1174207},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/CosteaE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/KloptchenkoECB03,
author = {Antonina Kloptchenko and
Tomas Eklund and
Adrian Costea and
Barbro Back},
title = {A Conceptual Model for a Multiagent Knowledge Building System},
booktitle = {{ICEIS} 2003, Proceedings of the 5th International Conference on Enterprise
Information Systems, Angers, France, April 22-26, 2003},
pages = {223--228},
year = {2003},
timestamp = {Thu, 02 Feb 2017 12:57:29 +0100},
biburl = {https://dblp.org/rec/conf/iceis/KloptchenkoECB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/EklundBVV02,
author = {Tomas Eklund and
Barbro Back and
Hannu Vanharanta and
Ari Visa},
editor = {Stanislaw Wrycza},
title = {Assessing The Feasibility Of Self-organizing Maps For Data Mining
Financial Information},
booktitle = {Proceedings of the 10th European Conference on Information Systems,
Information Systems and the Future of the Digital Economy, {ECIS}
2002, Gdansk, Poland, June 6-8, 2002},
pages = {528--540},
year = {2002},
url = {http://aisel.aisnet.org/ecis2002/140},
timestamp = {Mon, 05 Dec 2016 15:14:00 +0100},
biburl = {https://dblp.org/rec/conf/ecis/EklundBVV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iadis/CosteaEK02,
author = {Adrian Costea and
Tomas Eklund and
Jonas Karlsson},
title = {A Framework for Predictive Data Mining in the Telecommunications Sector},
booktitle = {Proceedings of the {IADIS} International Conference WWW/Internet 2002,
{ICWI} 2002, Lisbon, Portugal, November 13-15, 2002},
pages = {38--46},
publisher = {{IADIS}},
year = {2002},
timestamp = {Mon, 31 May 2010 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iadis/CosteaEK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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