Maciej Grzenda

According to our database, Maciej Grzenda authored at least 42 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Evaluation of machine learning methods for impostor detection in web applications.

Maciej Grzenda, Stanislaw Kazmierczak, Marcin Luckner, Grzegorz Borowik, Jacek Mandziuk

Expert Syst. Appl., November, 2023

A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams.

Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello, Jesse Read, Minh-Huong Le Nguyen, Albert Bifet

ACM Comput. Surv., 2023

Quantifying Parking Difficulty with Transport and Prediction Models for Travel Mode Choice Modelling.

Maciej Grzenda, Marcin Luckner, Lukasz Brzozowski

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Urban Traveller Preference Miner: Modelling Transport Choices with Survey Data Streams.

Maciej Grzenda, Marcin Luckner, Przemyslaw Wrona

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Quantifying Changes in Predictions of Classification Models for Data Streams.

Maciej Grzenda

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Streaming Detection of Significant Delay Changes in Public Transport Systems.

Przemyslaw Wrona, Maciej Grzenda, Marcin Luckner

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Towards Increased Understanding of Open Data Use for Software Development.

Maciej Grzenda, Jaroslaw Legierski

Inf. Syst. Frontiers, 2021

Towards Increasing Open Data Adoption Through Stream Data Integration and Imputation.

Robert Kunicki, Maciej Grzenda

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

S2CE: a hybrid cloud and edge orchestrator for mining exascale distributed streams.

Nicolas Kourtellis, Herodotos Herodotou, Maciej Grzenda, Piotr Wawrzyniak, Albert Bifet

Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

2020

IoT Architecture for Urban Data-Centric Services and Applications.

Marcin Luckner, Maciej Grzenda, Robert Kunicki, Jaroslaw Legierski

ACM Trans. Internet Techn., 2020

Hybrid short term prediction to address limited timeliness of public transport data streams.

Maciej Grzenda, Karolina Kwasiborska, Tomasz Zaremba

Neurocomputing, 2020

Delayed labelling evaluation for data streams.

Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet

Data Min. Knowl. Discov., 2020

Performance measures for evolving predictions under delayed labelling classification.

Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Semi-supervised roughness prediction with partly unlabeled vibration data streams.

Maciej Grzenda, Andrés Bustillo

J. Intell. Manuf., 2019

Analysing the Performance of Fingerprinting-Based Indoor Positioning: The Non-trivial Case of Testing Data Selection.

Maciej Grzenda

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

The Use of Unified Activity Records to Predict Requests Made by Applications for External Services.

Maciej Grzenda, Robert Kunicki, Jaroslaw Legierski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

2018

Semi-supervised Learning to Reduce Data Needs of Indoor Positioning Models.

Maciej Grzenda

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017

Combining Stream Mining and Neural Networks for Short Term Delay Prediction.

Maciej Grzenda, Karolina Kwasiborska, Tomasz Zaremba

Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Dynamic Transfer Patterns for Fast Multi-modal Route Planning.

Thomas Liebig, Sebastian Peter, Maciej Grzenda, Konstanty Junosza-Szaniawski

Proceedings of the Societal Geo-innovation, 2017

2016

Interpreting tree-based prediction models and their data in machining processes.

Andrés Bustillo, Maciej Grzenda, Bohdan Macukow

Integr. Comput. Aided Eng., 2016

2015

Modeling pulsed laser micromachining of micro geometries using machine-learning techniques.

Daniel Teixidor, Maciej Grzenda, Andrés Bustillo, Joaquim Ciurana

J. Intell. Manuf., 2015

Reduction of Signal Strength Data for Fingerprinting-Based Indoor Positioning.

Maciej Grzenda

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

The Adoption of Open Data and Open API Telecommunication Functions by Software Developers.

Sebastian Grabowski, Maciej Grzenda, Jaroslaw Legierski

Proceedings of the Business Information Systems - 18th International Conference, 2015

2014

Editors's Introduction to the Special Issue on "Frontiers in Network Systems and Applications".

Andrzej Chojnacki, Maciej Grzenda, Andrzej Kowalski, Bohdan Macukow

Informatica (Slovenia), 2014

On the testing of network cyber threat detection methods on spam example.

Robert Filasiak, Maciej Grzenda, Marcin Luckner, Pawel Zawistowski

Ann. des Télécommunications, 2014

2013

The evolutionary development of roughness prediction models.

Maciej Grzenda, Andrés Bustillo

Appl. Soft Comput., 2013

On the Prediction of Floor Identification Credibility in RSS-Based Positioning Techniques.

Maciej Grzenda

Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

2012

A soft computing system using intelligent imputation strategies for roughness prediction in deep drilling.

Maciej Grzenda, Andrés Bustillo, Pawel Zawistowski

J. Intell. Manuf., 2012

Editors's Introduction to the Special Issue on "Advances in Network Systems".

Andrzej Chojnacki, Andrzej Kowalski, Bohdan Macukow, Maciej Grzenda

Informatica (Slovenia), 2012

Improvement of surface roughness models for face milling operations through dimensionality reduction.

Maciej Grzenda, Andrés Bustillo, Guillem Quintana, Joaquim Ciurana

Integr. Comput. Aided Eng., 2012

Towards the Reduction of Data Used for the Classification of Network Flows.

Maciej Grzenda

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

On the Evolutionary Search for Data Reduction Method.

Hanna Lacka, Maciej Grzenda

Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2011

Prediction-Oriented Dimensionality Reduction of Industrial Data Sets.

Maciej Grzenda

Proceedings of the Modern Approaches in Applied Intelligence, 2011

Geospatial presentation of purchase transactions data.

Maciej Grzenda, Krzysztof Kaczmarski, Mateusz Kobos, Marcin Luckner

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2010

An Efficient Approach to Clustering Real-Estate Listings.

Maciej Grzenda, Deepak Thukral

Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

2009

Heat Consumption Prediction with Multiple Hybrid Models.

Maciej Grzenda, Bohdan Macukow

Proceedings of the Distributed Computing, 2009

SOM-Based Selection of Monitored Consumers for Demand Prediction.

Maciej Grzenda

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Handling Incomplete Data Using Evolution of Imputation Methods.

Pawel Zawistowski, Maciej Grzenda

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

2008

Load Prediction Using Combination of Neural Networks and Simple Strategies.

Maciej Grzenda

Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence, 2008

2006

The use of self-organising maps to investigate heat demand profiles.

Maciej Grzenda

Ann. UMCS Informatica, 2006

2004

Requirements and Solutions for Web-Based Expert System.

Maciej Grzenda, Marcin Niemczak

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2000

The Role of Weight Domain in Evolutionary Design of Multilayer Perceptrons.

Maciej Grzenda, Bohdan Macukow

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000