Niklas Lavesson
Niklas Lavesson
Professor of Software Engineering - Applied AI/ML at Blekinge Institute of Technology
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Cited by
Quantifying the impact of learning algorithm parameter tuning
N Lavesson, P Davidsson
AAAI 6, 395-400, 2006
User-oriented assessment of classification model understandability
H Allahyari, N Lavesson
11th Scandinavian Conference on Artificial intelligence, 11-19, 2011
Operational Demand Forecasting in District Heating Systems using Ensembles of Online Machine Learning Algorithms
C Johansson, M Bergkvist, D Geysen, N Lavesson, D Vanhoudt
International Symposium on District Heating and Cooling, 2016
Open data for anomaly detection in maritime surveillance
S Kazemi, S Abghari, N Lavesson, H Johnson, P Ryman
Expert Systems with Applications 40 (14), 5719-5729, 2013
Digitnet: a deep handwritten digit detection and recognition method using a new historical handwritten digit dataset
H Kusetogullari, A Yavariabdi, J Hall, N Lavesson
Big Data Research 23, 100182, 2021
CudaRF: a CUDA-based implementation of random forests
H Grahn, N Lavesson, MH Lapajne, D Slat
2011 9th IEEE/ACS International Conference on Computer Systems and …, 2011
Document image binarization using recurrent neural networks
F Westphal, N Lavesson, H Grahn
2018 13th IAPR International Workshop on Document Analysis Systems (DAS …, 2018
Comparative analysis of voting schemes for ensemble-based malware detection
RK Shahzad, N Lavesson
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable …, 2013
Detection of spyware by mining executable files
RK Shahzad, SI Haider, N Lavesson
2010 International Conference on Availability, Reliability and Security, 295-302, 2010
Learning to detect spyware using end user license agreements
N Lavesson, M Boldt, P Davidsson, A Jacobsson
Knowledge and Information Systems 26, 285-307, 2011
Detecting serial residential burglaries using clustering
A Borg, M Boldt, N Lavesson, U Melander, V Boeva
Expert Systems with Applications 41 (11), 5252-5266, 2014
Model based decision support for value and sustainability in product development
O Isaksson, M Bertoni, S Hallstedt, N Lavesson
20th International Conference on Engineering Design (ICED), Milan, 2015
Accurate adware detection using opcode sequence extraction
RK Shahzad, N Lavesson, H Johnson
2011 Sixth International Conference on Availability, Reliability and …, 2011
Detecting Scareware by Mining Variable Length Instruction Sequences
RK Shahzad, N Lavesson
Tenth Annual Information Security South Africa Conference, 2011
Learning machine learning: A case study
N Lavesson
IEEE Transactions on Education 53 (4), 672-676, 2010
Evaluating learning algorithms and classifiers
N Lavesson, P Davidsson
International Journal of Intelligent Information and Database Systems 1 (1 …, 2007
Hashtags and followers: An experimental study of the online social network Twitter
E García Martín, N Lavesson, M Doroud
Social Network Analysis and Mining 6 (12), 2016
Evaluation and analysis of supervised learning algorithms and classifiers
N Lavesson
Blekinge Institute of Technology, 2006
Veto-based malware detection
RK Shahzad, N Lavesson
2012 Seventh International Conference on Availability, Reliability and …, 2012
How to measure energy consumption in machine learning algorithms
E García-Martín, N Lavesson, H Grahn, E Casalicchio, V Boeva
ECML PKDD 2018 Workshops: Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe …, 2019
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