Publications


 

BOOK CHAPTERS
Henric Johnson, Niklas Lavesson, Haifeng Zhao, and Shyhtsun Felix Wu, "On the Concept of Trust in Online Social Networks," Trustworthy Internet, Editors: Luca Salgarelli, Giuseppe Bianchi, and Nicola Blefari-Melazzi, Part 3, pp. 143-157, ISBN 978-8847018174, Springer, 2011
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Books

Proceedings of the 17th International Conference on Electronic Publication (ELPUB 2013): Mining the Digital Information Networks, Editors: Niklas Lavesson, Peter Linde, and Panayiota Polydoratou, IOS Press, 2013.

Proceedings of the 16th International Conference on Electronic Publication (ELPUB 2012): Social Shaping of Digital Publishing: Exploring the Interplay Between Culture and Technology, Editors: Ana Alice Baptista, Peter Linde, and Niklas Lavesson, IOS Press, 2012.

Peer-reviewed book chapters

Elena Kostadinova, Veselka Boeva, Niklas Lavesson, "Clustering of Multiple Microarray Experiments using Information Integration," Information Technology in Bio- and Medical Informatics, Lecture Notes in Computer Science, vol. 6865, pp. 123-137, DOI: 10.1007/978-3-642-23208-4_12, Springer, 2011

Henric Johnson, Niklas Lavesson, Haifeng Zhao, and Shyhtsun Felix Wu, "On the Concept of Trust in Online Social Networks," Trustworthy Internet, Editors: Luca Salgarelli, Giuseppe Bianchi, and Nicola Blefari-Melazzi, Part 3, pp. 143-157, ISBN 978-8847018174, Springer, 2011

Marie Persson, Niklas Lavesson, Marteinn Magnusson, and Johan Berglund, "Automatic Identification of Surgery Indicators," Database Technology for Life Sciences and Medicine, Editors: Claudia Plant and Christian Böhm, Chapter 14, pp. 295-318, ISBN 978-981-4307-70-3, World Scientific, 2010

Niklas Lavesson, Paul Davidsson, Martin Boldt, and Andreas Jacobsson, "Spyware Prevention by Classifying End User License Agreements," New Challenges in Applied Intelligence Technologies, Studies in Computational Intelligence, vol. 134, pp. 373-382, Springer, 2008

Peer-reviewed journal articles

Eva García Martín, Niklas Lavesson, Mina Doroud, "Hashtags and followers: An experimental study of the online social network Twitter," Social Network Analysis and Mining, Accepted for publication, Springer, 2016.

Michael Unterkalmsteiner, Tony Gorschek, Robert Feldt, Niklas Lavesson, "Large-scale Information Retrieval in Software Engineering - An Experience Report from Industrial Application," Empirical Software Engineering, DOI: 10.1007/s10664-015-9410-8, Online First, Springer, 2015.

Borong Shao, Niklas Lavesson, Veselka Boeva, Raja Khurram Shahzad, “A Mixture-of-Experts Approach for Gene Regulatory Network Inference”, International Journal of Data Mining and Bioinformatics, Accepted for publication, Inderscience, 2015.

Ayne A. Beyene, Tewelle Welemariam, Marie Persson, and Niklas Lavesson, "Improved Concept Drift Handling in Surgery Prediction and other Applications," Knowledge and Information Systems, DOI: 10.1007/s10115-014-0756-9, vol. 44, no. 1, pp. 177-196, Springer, 2015.

Anton Borg, Martin Boldt, Niklas Lavesson, Ulf Melander, and Veselka Boeva, "Detecting Serial Residential Burglaries using Clustering," Expert Systems with Applications, DOI: 10.1016/j.eswa.2014.02.035, vol. 44, no. 11, pp. 5252-5266, Elsevier, 2014.

Niklas Lavesson, Veselka Boeva, Elena Tsiporkova, and Paul Davidsson, "A Method for Evaluation of Learning Components," Automated Software Engineering, DOI: 10.1007/s10515-013-0123-1, vol. 21, no. 1, pp. 41-63, Springer, 2014.

Samira Kazemi, Shahrooz Abghari, Niklas Lavesson, Henric Johnson, and Peter Ryman, "Open Data for Anomaly Detection in Maritime Surveillance," Expert Systems with Applications, DOI: 10.1016/j.eswa.2013.04.029, vol. 40, no. 14, pp. 5719-5729, Elsevier, 2013.

Raja Khurram Shahzad and Niklas Lavesson, "Comparative Analysis of Voting Schemes for Ensemble-based Malware Detection," Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 4, no. 1, 2013.

Shaliz Rezaee, Niklas Lavesson, and Henric Johnsson, "E-Mail Prioritization using Online Social Network Profile Distance," Computer Science & Applications, vol. 9, no. 2, pp. 70-87, TMRF, 2012

Niklas Lavesson and Stefan Axelsson, "Similarity Assessment for Removal of Noisy End User License Agreements," Knowledge and Information Systems, vol. 32, no. 1, pp. 167-189, DOI: 10.1007/s10115-011-0438-9, Springer, 2012

Niklas Lavesson, Martin Boldt, Paul Davidsson, and Andreas Jacobsson, "Learning to Detect Spyware Using End User License Agreements," Knowledge and Information Systems, vol. 26, no. 2, pp. 285-307, DOI: 10.1007/s10115-009-0278-z, Springer, 2011

Niklas Lavesson, "Learning Machine Learning: A Case Study," IEEE Transactions on Education, vol. 53, no. 4, pp. 672-676, DOI: 10.1109/TE.2009.2038992, IEEE press, 2010

Niklas Lavesson and Paul Davidsson, "Evaluating Learning Algorithms and Classifiers," Intelligent Information & Database Systems, vol. 1, no. 1, pp. 37-52, DOI: 10.1504/IJIIDS.2007.013284, Inderscience, 2007

Peer-reviewed conference papers

Florian Westphal, Håkan Grahn, Niklas Lavesson, "Efficient Binarization for Historical Document Analysis," Proc. Family History Technology Workshop, Brigham Young University, 2016.

Eva García Martín, Niklas Lavesson, Håkan Grahn, "Energy Efficiency in Data Stream Mining", Proc. International Symposium on Foundations and Applications of Big Data Analytics, Accepted / To appear, 2015.

Raja Khurram Shahzad, Niklas Lavesson, Martin Boldt, and Mehwish Fatima Raja, "Consensus Voting in Random Forests," Proc. International Workshop on Machine Learning, Optimization, and Big Data, Lecture Notes on in Computer Science, Springer, 2015.

Siva Krishna Dasari, Niklas Lavesson, Petter Andersson, Marie Persson, "Tree-Based Response Surface Analysis," Proc. International Workshop on Machine Learning, Optimization, and Big Data, Lecture Notes on in Computer Science, Springer, 2015.

Ola Isaksson, Marco Bertoni, Sophie Hallstedt, Niklas Lavesson, "Model Based Decision Support for Value and Sustainability in Product Development," Proc. 20th International Conference on Engineering Design, Accepted / To appear, 2015.

Spyridon Provatas, Niklas Lavesson, Christian Johansson, "An Online Machine Learning Algorithm for Heat Load Forecasting in District Heating Systems," Proc. 14th International Symposium on District Heating and Cooling, 2014.

Anton Borg, Niklas Lavesson, and Veselka Boeva, "Comparison of Clustering Approaches for Gene Expression Data," Proc. 12th Scandinavian Conference on Artificial Intelligence, IOS Press, 2013

Paul Davidsson, Marie Gustafsson Friberger, Niklas Lavesson, and Jan A. Persson, "Towards a Prediction Model for People Movements in Urban Areas," Proc. International Joint Conference on Autonomous Agents and Multi-Agent Systems: First International Workshop on Multiagent-based Societal Systems, ACM Press, 2013

Anton Borg and Niklas Lavesson, "E-mail Classification using Social Network Information," Proc. Seventh International Conference on Availability, Reliability and Security, IEEE Press, 2012

Raja Khurram Shahzad and Niklas Lavesson, "Veto-based Scareware Detection," Proc. Seventh International Conference on Availability, Reliability and Security, IEEE Press, 2012

Prantik Bhattacharyya, Jeff Rowe, Felix S. Wu, Karen Haigh, Niklas Lavesson and Henric Johnson, "Your Best might not be Good enough: Ranking in Collaborative Social Search Engines," Proc. Seventh International Conference on Collaborative Computing: Networking, Applications and Worksharing, IEEE Press, 2011

Henric Johnson, Niklas Lavesson, Daniela Oliveira, and Felix S. Wu, "Trustworthy Opportunistic Sensing: A Social Computing Paradigm," Proc. IEEE International Conference on Information Reuse and Integration, pp. 513-518, IEEE Press, 2011

Raja Khurram Shahzad and Niklas Lavesson, "Detecting Scareware by Mining Variable Length Instruction Sequences," Proc. Tenth Annual Information Security South Africa Conference, IEEE Press, 2011

Anton Borg, Martin Boldt, and Niklas Lavesson, "Informed Software Installation through License Agreement Categorization," Proc. Tenth Annual Information Security South Africa Conference, IEEE Press, 2011

Raja Khurram Shahzad, Niklas Lavesson, and Henric Johnson, "Accurate Adware Detection using Opcode Sequence Extraction," Proc. Sixth International Conference on Availability, Reliability and Security, pp. 189-195, IEEE Press, 2011

Håkan Grahn, Niklas Lavesson, Mikael Hellborg Lapajne, Daniel Slat, "CudaRF: A CUDA-based Implementation of Random Forests," Proc. Ninth ACS/IEEE International Conference on Computer Systems and Applications, IEEE Press, 2011

Raja Khurram Shahzad and Niklas Lavesson, "Detecting Scareware by Mining Variable Length Instruction Sequences," Extended abstract, Proc. 11th Scandinavian Conference on Artificial Intelligence, pp. 195-197, IOS Press, 2011

Hiva Allahyari and Niklas Lavesson, "User-oriented Assessment of Classification Model Understandability," Proc. 11th Scandinavian Conference on Artificial Intelligence, IOS Press, pp. 11-19, 2011

Niklas Lavesson  and Henric Johnson, "Measuring Profile Distance in Online Social Networks," Proc. International Conference on Web Intelligence, Mining and Semantics, ACM press, 2011

Niklas Lavesson and Paul Davidsson, "APPrOVE: Application-oriented Validation and Evaluation of Supervised Learners," Proc. Fifth IEEE International Conference on Intelligent Systems, IEEE press, pp. 150-155, 2010

Veselka Boeva, Petia Ivanova, and Niklas Lavesson, "A Hybrid Computational Method for the Identification of Cell Cycle-regulated Genes," Proc. Fifth IEEE International Conference on Intelligent Systems, IEEE press, pp. 390-395, 2010

Raja Khurram Shahzad, Syed Imran Haider, and Niklas Lavesson, "Detection of Spyware by Mining Executable Files," Proc. Fifth International Conference on Availability, Reliability and Security, IEEE Press, pp. 295-302, 2010

Håkan Grahn, Niklas Lavesson, Mikael Hellborg Lapajne, and Daniel Slat, "A CUDA
Implementation of Random Forests - Early Results," Proc. Third Workshop on Multi-core Computing, Chalmers Institute of Technology, pp. 33-38, 2010

Waqar Ahmad, Asim Riaz, Henric Johnson, and Niklas Lavesson, "Predicting Friendship Intensity in Online Social Networks." Presented at the 21st International Tyrrhenian Workshop on Digital Communications, Island of Ponza, Italy, 2010

Niklas Lavesson, "Predicting the Risk of Future Hospitalization," Proc. Second DEXA Workshop on Database Technology for Data Management in Life Sciences and Medicine, IEEE Press, pp. 120-124, 2010

Azam Sheik Muhammad, Niklas Lavesson, Paul Davidsson, and Mikael Nilsson, "Analysis of Speed Sign Classification Algorithms Using Shape Based Segmentation of Binary Images", Proc. 13th International Conference on Computer Analysis of Images and Patterns, Springer. pp. 1220-1227, 2009

Niklas Lavesson and Paul Davidsson, "AMORI: A Metric-based One Rule Inducer," Proc. Ninth SIAM International Conference on Data Mining, pp. 930-941, SIAM Press, 2009

Marie Persson and Niklas Lavesson, "Identification of Surgery Indicators by Mining Hospital Data: A Preliminary Study," Proc. First DEXA Workshop on Database Technology for Data Management in Life Sciences and Medicine, IEEE Press, pp. 323-327, 2009

Niklas Lavesson, Anders Halling, Michael Freitag, Jakob Odeberg, Håkan Odeberg, and Paul Davidsson, "Classifying the Severity of an Acute Coronary Syndrome by Mining Patient Data," Proc. 26th Annual Workshop of the Swedish Artificial Intelligence Society, Linköping University Electronic Press, pp. 55-63, 2009

Niklas Lavesson and Paul Davidsson, "Generic Methods for Multi-Criteria Evaluation," Proc. Eighth SIAM International Conference on Data Mining, pp. 541-546, SIAM Press, 2008

Martin Boldt, Andreas Jacobsson, Niklas Lavesson, and Paul Davidsson, "Automated Spyware Detection Using End User License Agreements," Proc. Second International Conference on Information Security and Assurance, pp. 445-452, IEEE Press, 2008

Niklas Lavesson and Paul Davidsson, "Towards Application-specific Evaluation Metrics," presented at the ICML-2008 Workshop on Evaluation Methods for Machine Learning, Helsinki, Finland, 2008

Niklas Lavesson and Paul Davidsson, "Analysis of Multi-Criteria Methods for Algorithm and Classifier Evaluation," Proc. 24th Annual Workshop of the Swedish Artificial Intelligence Society, pp. 11-22, 2007

Niklas Lavesson and Paul Davidsson, "Quantifying the Impact of Learning Algorithm Parameter Tuning," Proc. 21st AAAI National Conference on Artificial Intelligence, pp. 395-400. AAAI Press, 2006

Niklas Lavesson and Paul Davidsson, "Quantifying the Impact of Learning Algorithm Parameter Tuning," Proc. 22nd Annual Workshop of the Swedish Artificial Intelligence Society, pp. 107-113, 2005

Niklas Lavesson and Paul Davidsson, "A Multi-dimensional Measure Function for Classifier Performance," Proc. Second IEEE International Conference on Intelligent Systems, pp. 508-513. IEEE Press, 2004

Other work

Niklas Lavesson, "Learning Machine Learning: A Case-study," Scholarship of Teaching and Learning: Research based academic development, Blekinge Institute of Technology, 2009

Niklas Lavesson, "On the Metric-based Approach to Supervised Concept Learning," PhD thesis, No. 2008:14, Blekinge Institute of Technology, Ronneby, Sweden, 2008

Niklas Lavesson, "Evaluation of Supervised Learning Algorithms and Classifiers," Licentiate thesis, No. 2006:04, Blekinge Institute of Technology, Ronneby, Sweden, 2006

 

 

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