<?xml version="1.0"?>
<dblpperson name="Dymitr Ruta" pid="93/76" n="78">
<person key="homepages/93/76" mdate="2019-01-23">
<author pid="93/76">Dymitr Ruta</author>
<url>https://orcid.org/0000-0003-1060-6375</url>
</person>
<r><inproceedings key="conf/fuzzIEEE/RutaDG25" mdate="2025-10-14">
<author pid="93/76">Dymitr Ruta</author>
<author pid="d/EDamiani">Ernesto Damiani</author>
<author orcid="0000-0002-0790-2846" pid="76/6187">Bogdan Gabrys</author>
<title>Scalable Hyperbox Clustering for Geospatial Data.</title>
<pages>1-4</pages>
<year>2025</year>
<booktitle>FUZZ</booktitle>
<ee>https://doi.org/10.1109/FUZZ62266.2025.11152147</ee>
<crossref>conf/fuzzIEEE/2025</crossref>
<url>db/conf/fuzzIEEE/fuzzIEEE2025.html#RutaDG25</url>
<stream>streams/conf/fuzzIEEE</stream>
</inproceedings>
</r>
<r><inproceedings key="conf/bigdataconf/RutaLC24" mdate="2025-02-24">
<author pid="93/76">Dymitr Ruta</author>
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<title>Moves Based Prediction of Chess Puzzle Difficulty with Convolutional Neural Networks.</title>
<pages>8390-8395</pages>
<year>2024</year>
<booktitle>IEEE Big Data</booktitle>
<ee>https://doi.org/10.1109/BigData62323.2024.10825595</ee>
<crossref>conf/bigdataconf/2024</crossref>
<url>db/conf/bigdataconf/bigdataconf2024.html#RutaLC24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/VuRCL24" mdate="2024-12-04">
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="20/2039">Ming Liu</author>
<title>FedCSIS 2024 Data Science Challenge: Predicting Stock Trends by a Multi-Dimensional Approach.</title>
<pages>185-190</pages>
<year>2024</year>
<booktitle>FedCSIS (Communication Papers)</booktitle>
<ee type="oa">https://doi.org/10.15439/2024F7856</ee>
<crossref>conf/fedcsis/2024c</crossref>
<url>db/conf/fedcsis/fedcsis2024c.html#VuRCL24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/LiuCRV24" mdate="2024-12-04">
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Exploring Stability and Performance of hybrid Gradient Boosting Classification and Regression Models in Sectors Stock Trend Prediction: A Tale of Preliminary Success and Final Challenge.</title>
<pages>761-766</pages>
<year>2024</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2024F2428</ee>
<crossref>conf/fedcsis/2024</crossref>
<url>db/conf/fedcsis/fedcsis2024.html#LiuCRV24</url>
</inproceedings>
</r>
<r><inproceedings key="conf/ijcci/KharghariaSR24" mdate="2024-12-13">
<author pid="243/6377">Himadri Sikhar Khargharia</author>
<author pid="50/2557">Sid Shakya</author>
<author pid="93/76">Dymitr Ruta</author>
<title>Trade Data Harmonization: A Multi-Objective Optimization Approach for Subcategory Alignment and Volume Optimization.</title>
<pages>338-345</pages>
<year>2024</year>
<booktitle>IJCCI</booktitle>
<ee>https://doi.org/10.5220/0013052500003837</ee>
<crossref>conf/ijcci/2024</crossref>
<url>db/conf/ijcci/ijcci2024.html#KharghariaSR24</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2411-08024" mdate="2025-01-01">
<author pid="93/76">Dymitr Ruta</author>
<author pid="183/5239">Corrado Mio</author>
<author pid="d/EDamiani">Ernesto Damiani</author>
<title>Leonardo vindicated: Pythagorean trees for minimal reconstruction of the natural branching structures.</title>
<year>2024</year>
<volume>abs/2411.08024</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2411.08024</ee>
<url>db/journals/corr/corr2411.html#abs-2411-08024</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><inproceedings key="conf/bdc/MioSKRDSA23" mdate="2024-04-15">
<author orcid="0000-0002-1087-4866" pid="183/5239">Corrado Mio</author>
<author orcid="0000-0002-9924-9222" pid="50/2557">Siddhartha Shakya</author>
<author orcid="0000-0002-4137-4143" pid="243/6377">Himadri Sikhar Khargharia</author>
<author orcid="0000-0003-1060-6375" pid="93/76">Dymitr Ruta</author>
<author orcid="0009-0003-7688-9483" pid="372/2998">Subey Dengur</author>
<author orcid="0009-0002-0390-4964" pid="372/2985">Aysha Ali Saif Al Shamisi</author>
<author orcid="0009-0008-9959-4270" pid="372/3030">Asma Alawneh</author>
<title>Strengthening Food Security: A Comparison of Food Import Forecasting Models.</title>
<pages>10:1-10:6</pages>
<year>2023</year>
<booktitle>BDCAT</booktitle>
<ee>https://doi.org/10.1145/3632366.3632392</ee>
<crossref>conf/bdc/2023</crossref>
<url>db/conf/bdc/bdcat2023.html#MioSKRDSA23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/bigdataconf/RutaR23" mdate="2024-02-02">
<author pid="93/76">Dymitr Ruta</author>
<author pid="367/0185">Robert Ruta</author>
<title>Iterative Deep Learning for Muon Scattering Tomography.</title>
<pages>6076-6083</pages>
<year>2023</year>
<booktitle>IEEE Big Data</booktitle>
<ee>https://doi.org/10.1109/BigData59044.2023.10386973</ee>
<crossref>conf/bigdataconf/2023</crossref>
<url>db/conf/bigdataconf/bigdataconf2023.html#RutaR23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/RutaLC23" mdate="2023-10-18">
<author pid="93/76">Dymitr Ruta</author>
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<title>Beating Gradient Boosting: Target-Guided Binning for Massively Scalable Classification in Real-Time.</title>
<pages>1301-1306</pages>
<year>2023</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2023F7166</ee>
<crossref>conf/fedcsis/2023</crossref>
<url>db/conf/fedcsis/fedcsis2023.html#RutaLC23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/LiuCR23" mdate="2023-10-18">
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<author pid="93/76">Dymitr Ruta</author>
<title>Gradient boosting models for cybersecurity threat detection with aggregated time series features.</title>
<pages>1311-1315</pages>
<year>2023</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2023F4457</ee>
<crossref>conf/fedcsis/2023</crossref>
<url>db/conf/fedcsis/fedcsis2023.html#LiuCR23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/icmcs/RutaLCW23" mdate="2024-04-19">
<author pid="93/76">Dymitr Ruta</author>
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<author pid="18/5410-1">Di Wang 0001</author>
<title>Feature Engineering for Predicting Frags in Tactical Games.</title>
<pages>28-33</pages>
<year>2023</year>
<booktitle>ICME Workshops</booktitle>
<ee>https://doi.org/10.1109/ICMEW59549.2023.00011</ee>
<crossref>conf/icmcs/2023w</crossref>
<url>db/conf/icmcs/icmew2023.html#RutaLCW23</url>
</inproceedings>
</r>
<r><inproceedings key="conf/ijcci/KharghariaSR23" mdate="2024-10-06">
<author orcid="0000-0002-4137-4143" pid="243/6377">Himadri Sikhar Khargharia</author>
<author pid="50/2557">Sid Shakya</author>
<author pid="93/76">Dymitr Ruta</author>
<title>Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization.</title>
<pages>206-213</pages>
<year>2023</year>
<booktitle>IJCCI</booktitle>
<ee>https://doi.org/10.5220/0012176600003595</ee>
<crossref>conf/ijcci/2023</crossref>
<url>db/conf/ijcci/ijcci2023.html#KharghariaSR23</url>
</inproceedings>
</r>
<r><article key="journals/tmc/EledlebiRHSAI22" mdate="2022-07-25">
<author pid="159/4215">Khouloud Eledlebi</author>
<author orcid="0000-0003-1060-6375" pid="93/76">Dymitr Ruta</author>
<author orcid="0000-0002-1471-5774" pid="42/5039">Hanno Hildmann</author>
<author orcid="0000-0003-1194-5408" pid="38/6986">Fabrice Saffre</author>
<author orcid="0000-0001-6469-9154" pid="49/1994">Yousof Al-Hammadi</author>
<author orcid="0000-0003-1779-4209" pid="173/1406">A. F. Isakovic</author>
<title>Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi-Approach.</title>
<pages>2745-2760</pages>
<year>2022</year>
<volume>21</volume>
<journal>IEEE Trans. Mob. Comput.</journal>
<number>8</number>
<ee>https://doi.org/10.1109/TMC.2020.3046184</ee>
<url>db/journals/tmc/tmc21.html#EledlebiRHSAI22</url>
</article>
</r>
<r><inproceedings key="conf/fedcsis/RutaLCV22" mdate="2022-10-07">
<author pid="93/76">Dymitr Ruta</author>
<author pid="20/2039">Ming Liu</author>
<author pid="47/1446">Ling Cen</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts.</title>
<pages>431-436</pages>
<year>2022</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2022F291</ee>
<crossref>conf/fedcsis/2022</crossref>
<url>db/conf/fedcsis/fedcsis2022.html#RutaLCV22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/VuCRL22" mdate="2022-10-07">
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="47/1446">Ling Cen</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="20/2039">Ming Liu</author>
<title>Key Factors to Consider when Predicting the Costs of Forwarding Contracts.</title>
<pages>447-450</pages>
<year>2022</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2022F293</ee>
<crossref>conf/fedcsis/2022</crossref>
<url>db/conf/fedcsis/fedcsis2022.html#VuCRL22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/icaisc/RutaCRV22" mdate="2023-01-30">
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="11/2682">Andrzej Ruta</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Stacked Ensemble of Convolutional Neural Networks for Follicles Detection on Scalp Images.</title>
<pages>49-58</pages>
<year>2022</year>
<booktitle>ICAISC (2)</booktitle>
<ee>https://doi.org/10.1007/978-3-031-23480-4_4</ee>
<crossref>conf/icaisc/2022-2</crossref>
<url>db/conf/icaisc/icaisc2022-2.html#RutaCRV22</url>
</inproceedings>
</r>
<r><article key="journals/soco/KhuatRG21" mdate="2021-02-11">
<author orcid="0000-0002-6456-8530" pid="151/8662">Thanh Tung Khuat</author>
<author pid="93/76">Dymitr Ruta</author>
<author orcid="0000-0002-0790-2846" pid="76/6187">Bogdan Gabrys</author>
<title>Hyperbox-based machine learning algorithms: a comprehensive survey.</title>
<pages>1325-1363</pages>
<year>2021</year>
<volume>25</volume>
<journal>Soft Comput.</journal>
<number>2</number>
<ee>https://doi.org/10.1007/s00500-020-05226-7</ee>
<url>db/journals/soco/soco25.html#KhuatRG21</url>
</article>
</r>
<r><inproceedings key="conf/bigdataconf/RutaCLV21" mdate="2022-01-18">
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="20/2039">Ming Liu</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Automated feature engineering for prediction of victories in online computer games.</title>
<pages>5672-5678</pages>
<year>2021</year>
<booktitle>IEEE BigData</booktitle>
<ee>https://doi.org/10.1109/BigData52589.2021.9671345</ee>
<crossref>conf/bigdataconf/2021</crossref>
<url>db/conf/bigdataconf/bigdataconf2021.html#RutaCLV21</url>
</inproceedings>
</r>
<r><inproceedings key="conf/bigdataconf/VuRCL21" mdate="2022-01-18">
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="20/2039">Ming Liu</author>
<title>A combination of general and specific models to predict victories in video games.</title>
<pages>5683-5690</pages>
<year>2021</year>
<booktitle>IEEE BigData</booktitle>
<ee>https://doi.org/10.1109/BigData52589.2021.9671285</ee>
<crossref>conf/bigdataconf/2021</crossref>
<url>db/conf/bigdataconf/bigdataconf2021.html#VuRCL21</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2111-08882" mdate="2021-11-22">
<author pid="222/6294">Zainab Husain</author>
<author pid="306/7886">A. Al Zaabi</author>
<author pid="42/5039">Hanno Hildmann</author>
<author pid="38/6986">Fabrice Saffre</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="173/1406">A. F. Isakovic</author>
<title>Search and Rescue in a Maze-like Environment with Ant and Dijkstra Algorithms.</title>
<year>2021</year>
<volume>abs/2111.08882</volume>
<journal>CoRR</journal>
<ee type="oa">https://arxiv.org/abs/2111.08882</ee>
<url>db/journals/corr/corr2111.html#abs-2111-08882</url>
</article>
</r>
<r><article key="journals/tlt/CenRQN20" mdate="2020-08-06">
<author orcid="0000-0002-1674-1052" pid="47/1446">Ling Cen</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="180/4162">Lamees Mahmoud Mohd Said Al Qassem</author>
<author pid="46/8706">Jason W. P. Ng</author>
<title>Augmented Immersive Reality (AIR) for Improved Learning Performance: A Quantitative Evaluation.</title>
<pages>283-296</pages>
<year>2020</year>
<volume>13</volume>
<journal>IEEE Trans. Learn. Technol.</journal>
<number>2</number>
<ee>https://doi.org/10.1109/TLT.2019.2937525</ee>
<url>db/journals/tlt/tlt13.html#CenRQN20</url>
</article>
</r>
<r><inproceedings key="conf/fedcsis/RutaCV20" mdate="2020-10-12">
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Deep Bi-Directional LSTM Networks for Device Workload Forecasting.</title>
<pages>115-118</pages>
<year>2020</year>
<booktitle>FedCSIS</booktitle>
<ee type="oa">https://doi.org/10.15439/2020F213</ee>
<crossref>conf/fedcsis/2020</crossref>
<url>db/conf/fedcsis/fedcsis2020.html#RutaCV20</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2009-04864" mdate="2020-09-17">
<author pid="159/4215">Khouloud Eledlebi</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="42/5039">Hanno Hildmann</author>
<author pid="38/6986">Fabrice Saffre</author>
<author pid="49/1994">Yousof Al-Hammadi</author>
<author pid="173/1406">Abdel F. Isakovic</author>
<title>Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi Approach.</title>
<year>2020</year>
<volume>abs/2009.04864</volume>
<journal>CoRR</journal>
<ee type="oa">https://arxiv.org/abs/2009.04864</ee>
<url>db/journals/corr/corr2009.html#abs-2009-04864</url>
</article>
</r>
<r><inproceedings key="conf/bigdataconf/VuRC19" mdate="2021-03-31">
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<title>Gradient boosting decision trees for cyber security threats detection based on network events logs.</title>
<pages>5921-5928</pages>
<year>2019</year>
<booktitle>IEEE BigData</booktitle>
<ee>https://doi.org/10.1109/BigData47090.2019.9006061</ee>
<crossref>conf/bigdataconf/2019</crossref>
<url>db/conf/bigdataconf/bigdataconf2019.html#VuRC19</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/RutaCV19" mdate="2023-08-07">
<author pid="93/76">Dymitr Ruta</author>
<author pid="47/1446">Ling Cen</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Greedy Incremental Support Vector Regression.</title>
<pages>7-9</pages>
<year>2019</year>
<booktitle>FedCSIS</booktitle>
<ee type="archive">https://doi.org/10.15439/2019F364</ee>
<crossref>conf/fedcsis/2019</crossref>
<url>db/conf/fedcsis/fedcsis2019.html#RutaCV19</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/CenVR19" mdate="2023-08-07">
<author pid="47/1446">Ling Cen</author>
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="93/76">Dymitr Ruta</author>
<title>Efficient Support Vector Regression with Reduced Training Data.</title>
<pages>15-18</pages>
<year>2019</year>
<booktitle>FedCSIS</booktitle>
<ee type="archive">https://doi.org/10.15439/2019F362</ee>
<crossref>conf/fedcsis/2019</crossref>
<url>db/conf/fedcsis/fedcsis2019.html#CenVR19</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-1901-11303" mdate="2025-12-25">
<author orcid="0000-0002-6456-8530" pid="151/8662">Thanh Tung Khuat</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>Hyperbox based machine learning algorithms: A comprehensive survey.</title>
<year>2019</year>
<volume>abs/1901.11303</volume>
<journal>CoRR</journal>
<ee type="oa">http://arxiv.org/abs/1901.11303</ee>
<url>db/journals/corr/corr1901.html#abs-1901-11303</url>
</article>
</r>
<r><inproceedings key="conf/antsw/HusainRSAI18" mdate="2023-09-30">
<author orcid="0000-0002-0817-7244" pid="222/6294">Zainab Husain</author>
<author pid="93/76">Dymitr Ruta</author>
<author orcid="0000-0003-1194-5408" pid="38/6986">Fabrice Saffre</author>
<author orcid="0000-0001-6469-9154" pid="49/1994">Yousof Al-Hammadi</author>
<author pid="173/1406">Abdel F. Isakovic</author>
<title>Search in a Maze-Like Environment with Ant Algorithms: Complexity, Size and Energy Study.</title>
<pages>150-162</pages>
<year>2018</year>
<booktitle>ANTS Conference</booktitle>
<ee>https://doi.org/10.1007/978-3-030-00533-7_12</ee>
<crossref>conf/antsw/2018</crossref>
<url>db/conf/antsw/ants2018.html#HusainRSAI18</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/CenRRV18" mdate="2023-08-07">
<author pid="47/1446">Ling Cen</author>
<author pid="11/2682">Andrzej Ruta</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="33/1532">Quang Hieu Vu</author>
<title>Regression Networks for Robust Win-rates Predictions of AI Gaming Bots.</title>
<pages>181-184</pages>
<year>2018</year>
<booktitle>FedCSIS</booktitle>
<ee type="archive">https://doi.org/10.15439/2018F364</ee>
<crossref>conf/fedcsis/2018</crossref>
<url>db/conf/fedcsis/fedcsis2018.html#CenRRV18</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fedcsis/VuRRC18" mdate="2023-08-07">
<author pid="33/1532">Quang Hieu Vu</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="11/2682">Andrzej Ruta</author>
<author pid="47/1446">Ling Cen</author>
<title>Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA'2018 Data Mining Challenge.</title>
<pages>197-200</pages>
<year>2018</year>
<booktitle>FedCSIS</booktitle>
<ee type="archive">https://doi.org/10.15439/2018F363</ee>
<crossref>conf/fedcsis/2018</crossref>
<url>db/conf/fedcsis/fedcsis2018.html#VuRRC18</url>
</inproceedings>
</r>
<r><inproceedings key="conf/fie/RutaAC18" mdate="2019-03-26">
<author pid="93/76">Dymitr Ruta</author>
<author pid="237/6913">Yousef Abosalem</author>
<author pid="47/1446">Ling Cen</author>
<title>Generative Model of Knowledge Gaps Discovery from Multiple Choice Tests.</title>
<pages>1-8</pages>
<year>2018</year>
<booktitle>FIE</booktitle>
<ee>https://doi.org/10.1109/FIE.2018.8658471</ee>
<crossref>conf/fie/2018</crossref>
<url>db/conf/fie/fie2018.html#RutaAC18</url>
</inproceedings>
</r>
<r><inproceedings key="conf/gecco/HusainRSAI18" mdate="2023-09-30">
<author orcid="0000-0002-0817-7244" pid="222/6294">Zainab Husain</author>
<author pid="93/76">Dymitr Ruta</author>
<author pid="38/6986">Fabrice Saffre</author>
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<title>Particle Swarm Optimisation of Multiple Classifier Systems.</title>
<pages>333-340</pages>
<year>2007</year>
<crossref>conf/iwann/2007</crossref>
<booktitle>IWANN</booktitle>
<ee>https://doi.org/10.1007/978-3-540-73007-1_41</ee>
<url>db/conf/iwann/iwann2007.html#MacasGRL07</url>
</inproceedings>
</r>
<r><incollection key="series/sci/Ruta07" mdate="2017-05-16">
<author pid="93/76">Dymitr Ruta</author>
<title>Towards Automated Share Investment System.</title>
<pages>135-153</pages>
<year>2007</year>
<booktitle>Perception-based Data Mining and Decision Making in Economics and Finance</booktitle>
<ee>https://doi.org/10.1007/978-3-540-36247-0_5</ee>
<crossref>series/sci/2007-36</crossref>
<url>db/series/sci/sci36.html#Ruta07</url>
</incollection>
</r>
<r><article key="journals/asc/GabrysR06" mdate="2018-11-30">
<author pid="76/6187">Bogdan Gabrys</author>
<author orcid="0000-0003-1060-6375" pid="93/76">Dymitr Ruta</author>
<title>Genetic algorithms in classifier fusion.</title>
<pages>337-347</pages>
<year>2006</year>
<volume>6</volume>
<journal>Appl. Soft Comput.</journal>
<number>4</number>
<ee>https://doi.org/10.1016/j.asoc.2005.11.001</ee>
<url>db/journals/asc/asc6.html#GabrysR06</url>
</article>
</r>
<r><inproceedings key="conf/icaisc/Ruta06" mdate="2017-05-25">
<author pid="93/76">Dymitr Ruta</author>
<title>Dynamic Data Condensation for Classification.</title>
<pages>672-681</pages>
<year>2006</year>
<crossref>conf/icaisc/2006</crossref>
<booktitle>ICAISC</booktitle>
<ee>https://doi.org/10.1007/11785231_70</ee>
<url>db/conf/icaisc/icaisc2006.html#Ruta06</url>
</inproceedings>
</r>
<r><inproceedings key="conf/ideal/RutaNA06" mdate="2020-06-08">
<author pid="93/76">Dymitr Ruta</author>
<author pid="n/DetlefDNauck">Detlef D. Nauck</author>
<author pid="a/BenAzvine">Ben Azvine</author>
<title>K Nearest Sequence Method and Its Application to Churn Prediction.</title>
<pages>207-215</pages>
<year>2006</year>
<crossref>conf/ideal/2006</crossref>
<booktitle>IDEAL</booktitle>
<ee>https://doi.org/10.1007/11875581_25</ee>
<url>db/conf/ideal/ideal2006.html#RutaNA06</url>
</inproceedings>
</r>
<r><inproceedings key="conf/sgai/BottcherNRS06" mdate="2025-03-03">
<author pid="28/3843">Mirko B&#246;ttcher</author>
<author pid="n/DetlefDNauck">Detlef D. Nauck</author>
<author pid="93/76">Dymitr Ruta</author>
<author orcid="0000-0001-9810-0904" pid="25/4494">Martin Spott</author>
<title>Towards a Framework for Change Detection in Data Sets.</title>
<pages>115-128</pages>
<year>2006</year>
<booktitle>SGAI Conf.</booktitle>
<ee>https://doi.org/10.1007/978-1-84628-663-6_9</ee>
<crossref>conf/sgai/2006</crossref>
<url>db/conf/sgai/sgai2006.html#BottcherNRS06</url>
</inproceedings>
</r>
<r><article key="journals/inffus/RutaG05" mdate="2020-02-20">
<author pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>Classifier selection for majority voting.</title>
<pages>63-81</pages>
<year>2005</year>
<volume>6</volume>
<journal>Inf. Fusion</journal>
<number>1</number>
<ee>https://doi.org/10.1016/j.inffus.2004.04.008</ee>
<url>db/journals/inffus/inffus6.html#RutaG05</url>
</article>
</r>
<r><inproceedings key="conf/aia/Ruta05" mdate="2005-10-17">
<author pid="93/76">Dymitr Ruta</author>
<title>Visualisation of the Classifier Fusion Models.</title>
<pages>473-478</pages>
<year>2005</year>
<crossref>conf/aia/2005</crossref>
<booktitle>Artificial Intelligence and Applications</booktitle>
<url>db/conf/aia/aia2005.html#Ruta05</url>
</inproceedings>
</r>
<r><inproceedings key="conf/iceis/Ruta05" mdate="2005-07-05">
<author pid="93/76">Dymitr Ruta</author>
<title>Multidimensional Selection Model for Classification.</title>
<pages>226-232</pages>
<year>2005</year>
<crossref>conf/iceis/2005</crossref>
<booktitle>ICEIS (2)</booktitle>
<url>db/conf/iceis/iceis2005-2.html#Ruta05</url>
</inproceedings>
</r>
<r><phdthesis key="phd/ethos/Ruta03" mdate="2022-04-05">
<author pid="93/76">Dymitr Ruta</author>
<title>Classifier diversity in combined pattern recognition systems.</title>
<year>2003</year>
<school>University of the West of Scotland, Hamilton, UK</school>
<ee>https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.398320</ee>
<note type="source">British Library, EThOS</note>
</phdthesis>
</r>
<r><article key="journals/soco/RutaG03" mdate="2018-11-30">
<author orcid="0000-0003-1060-6375" pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>Physical field models for pattern classification.</title>
<pages>126-141</pages>
<year>2003</year>
<volume>8</volume>
<journal>Soft Comput.</journal>
<number>2</number>
<ee>https://doi.org/10.1007/s00500-002-0253-z</ee>
<url>db/journals/soco/soco8.html#RutaG03</url>
</article>
</r>
<r><article key="journals/paa/RutaG02" mdate="2018-11-30">
<author orcid="0000-0003-1060-6375" pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems.</title>
<pages>333-350</pages>
<year>2002</year>
<volume>5</volume>
<journal>Pattern Anal. Appl.</journal>
<number>4</number>
<ee>https://doi.org/10.1007/s100440200030</ee>
<url>db/journals/paa/paa5.html#RutaG02</url>
</article>
</r>
<r><inproceedings key="conf/mcs/RutaG02" mdate="2017-05-23">
<author pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>New Measure of Classifier Dependency in Multiple Classifier Systems.</title>
<pages>127-136</pages>
<year>2002</year>
<crossref>conf/mcs/2002</crossref>
<booktitle>Multiple Classifier Systems</booktitle>
<ee>https://doi.org/10.1007/3-540-45428-4_13</ee>
<url>db/conf/mcs/mcs2002.html#RutaG02</url>
</inproceedings>
</r>
<r><inproceedings key="conf/software/RutaG02" mdate="2017-05-21">
<author pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>Static Field Approach for Pattern Classification.</title>
<pages>232-246</pages>
<year>2002</year>
<crossref>conf/software/2002</crossref>
<booktitle>Soft-Ware</booktitle>
<ee>https://doi.org/10.1007/3-540-46019-5_18</ee>
<url>db/conf/software/software2002.html#RutaG02</url>
</inproceedings>
</r>
<r><inproceedings key="conf/mcs/RutaG01" mdate="2017-05-23">
<author pid="93/76">Dymitr Ruta</author>
<author pid="76/6187">Bogdan Gabrys</author>
<title>Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting.</title>
<pages>399-408</pages>
<year>2001</year>
<crossref>conf/mcs/2001</crossref>
<booktitle>Multiple Classifier Systems</booktitle>
<ee>https://doi.org/10.1007/3-540-48219-9_40</ee>
<url>db/conf/mcs/mcs2001.html#RutaG01</url>
</inproceedings>
</r>
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<co c="0"><na f="a/Atia:Dina_Y=" pid="190/2528">Dina Y. Atia</na></co>
<co c="0"><na f="a/Azvine:Ben" pid="a/BenAzvine">Ben Azvine</na></co>
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<co c="0"><na f="d/Davies:John" pid="34/5170">John Davies</na></co>
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<co c="0"><na f="k/Kazienko:Przemyslaw" pid="k/PrzemyslawKazienko">Przemyslaw Kazienko</na></co>
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<co c="0"><na f="m/Macas:Martin" pid="02/2633">Martin Macas</na></co>
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<co c="0"><na f="n/Nauck:Detlef_D=" pid="n/DetlefDNauck">Detlef D. Nauck</na></co>
<co c="0"><na f="n/Ng:Jason_W=_P=" pid="46/8706">Jason W. P. Ng</na></co>
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<co c="0"><na f="s/Spott:Martin" pid="25/4494">Martin Spott</na></co>
<co c="0" n="2"><na f="s/Stincic:Sandra" pid="34/1314">Sandra Stincic</na><na>Sandra Stincic Clarke</na></co>
<co c="0"><na f="s/Suliman:Ahmed_Talal" pid="189/4520">Ahmed Talal Suliman</na></co>
<co c="0"><na f="t/Tiwari_0001:Ashutosh" pid="26/2436-1">Ashutosh Tiwari 0001</na></co>
<co c="0"><na f="v/Vu:Quang_Hieu" pid="33/1532">Quang Hieu Vu</na></co>
<co c="0"><na f="w/Wang_0001:Di" pid="18/5410-1">Di Wang 0001</na></co>
<co c="0"><na f="z/Zaabi:A=_Al" pid="306/7886">A. Al Zaabi</na></co>
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