Marcin Luckner

Orcid: 0000-0001-7015-2956

According to our database1, Marcin Luckner authored at least 51 papers between 2006 and 2024.

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Bibliography

2024
Selection of Signal Sources Influence at Indoor Positioning System.
IEEE Trans. Wirel. Commun., January, 2024

2023
Evaluation of machine learning methods for impostor detection in web applications.
Expert Syst. Appl., November, 2023

Leveraging the first line of defense: a study on the evolution and usage of android security permissions for enhanced android malware detection.
J. Comput. Virol. Hacking Tech., March, 2023

Corrigendum to Concept drift and cross-device behavior: Challenges and implications for effective android malware detection Computers & Security, Volume 120, 102757.
Comput. Secur., 2023

Quantifying Parking Difficulty with Transport and Prediction Models for Travel Mode Choice Modelling.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Estimating Population Density Without Contravening Citizen's Privacy: Warsaw Use Case.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Android malware concept drift using system calls: Detection, characterization and challenges.
Expert Syst. Appl., 2022

Concept drift and cross-device behavior: Challenges and implications for effective android malware detection.
Comput. Secur., 2022

Urban Traveller Preference Miner: Modelling Transport Choices with Survey Data Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Streaming Detection of Significant Delay Changes in Public Transport Systems.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
Fault detection of jet engine heat sensor.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020
IoT Architecture for Urban Data-Centric Services and Applications.
ACM Trans. Internet Techn., 2020

Automatic Detection of Changes in Signal Strength Characteristics in a Wi-Fi Network for an Indoor Localisation System.
Sensors, 2020

2019
Practical Web Spam Lifelong Machine Learning System with Automatic Adjustment to Current Lifecycle Phase.
Secur. Commun. Networks, 2019

City Bus Monitoring Supported by Computer Vision and Machine Learning Algorithms.
Proceedings of the Automation 2019, 2019

Estimation of Free Space on Car Park Using Computer Vision Algorithms.
Proceedings of the Automation 2019, 2019

2018
Automatic Detection of Missing Access Points in Indoor Positioning System <sup>†</sup>.
Sensors, 2018

The Use of Presence Data in Modelling Demand for Transportation.
CoRR, 2018

2017
Public Transport Stops State Detection and Propagation - Warsaw Use Case.
Proceedings of the SMARTGREENS 2017, 2017

Estimation of Delays for Individual Trams to Monitor Issues in Public Transport Infrastructure.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Application of XGBoost Algorithm in Fingerprinting Localisation Task.
Proceedings of the Computer Information Systems and Industrial Management, 2017

Clustering of Mobile Subscriber's Location Statistics for Travel Demand Zones Diversity.
Proceedings of the Computer Information Systems and Industrial Management, 2017

Evil-AP - Mobile Man-in-the-Middle Threat.
Proceedings of the Computer Information Systems and Industrial Management, 2017

2016
Indoor Localisation Based on GSM Signals: Multistorey Building Study.
Mob. Inf. Syst., 2016

Modified Random Forest Algorithm for Wi-Fi Indoor Localization System.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

Hybrid Algorithm for Floor Detection Using GSM Signals in Indoor Localisation Task.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Low-Cost Canoe Counting System for Application in a Natural Environment.
Proceedings of the Challenges in Automation, Robotics and Measurement Techniques, 2016

Comparison of Floor Detection Approaches for Suburban Area.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Conversion of Decision Tree Into Deterministic Finite Automaton for High Accuracy Online SYN Flood Detection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Malfunction Immune Wi-Fi Localisation Method.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

2014
Stable web spam detection using features based on lexical items.
Comput. Secur., 2014

On the testing of network cyber threat detection methods on spam example.
Ann. des Télécommunications, 2014

Classification with rejection based on various SVM techniques.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Global and Local Rejection Option in Multi-classification Task.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

3D model reconstruction and evaluation using a collection of points extracted from the series of photographs.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
Classification with Rejection: Concepts and Evaluations.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Reference Data Sets for Spam Detection: Creation, Analysis, Propagation.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

RBF ensemble based on reduction of DAG structure.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Flow-level Spam Modelling using separate data sources.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Tree Symbols Detection for Green Space Estimation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Low-Cost Computer Vision Based Automatic Scoring of Shooting Targets.
Proceedings of the Knowledge Engineering, Machine Learning and Lattice Computing with Applications, 2012

Automatic Scoring of Shooting Targets with Tournament Precision.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Comparison of Corner Detectors for Revolving Objects Matching Task.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Publication of Geodetic Documentation Center Resources on Internet.
Proceedings of the Advanced Information Systems Engineering, 2012

2011
Multiclass SVM Classification Using Graphs Calibrated by Similarity between Classes.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Reducing Number of Classifiers in DAGSVM Based on Class Similarity.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Geospatial presentation of purchase transactions data.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2007
Recognition of Noised Patterns Using Non-Disruptive Learning Set.
J. Digit. Inf. Manag., 2007

2006
Braille Score.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Recognition of Noised Patterns Using Non-Disruption Learning Set.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Automatic Knowledge Acquisition: Recognizing Music Notation with Methods of Centroids and Classifications Trees.
Proceedings of the International Joint Conference on Neural Networks, 2006


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