Katarzyna Musial

148 papers A* 3A 4B 18C 1Misc 2Journal 84Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Twinning Complex Networked Systems: Data-Driven Calibration of the mABCD Synthetic Graph Generator. CoRR Piotr Bródka, Michal Czuba, Bogumil Kaminski, Lukasz Krainski, Katarzyna Musial, Pawel Pralat, Mateusz Stolarski
2025	J	`jnl`	Applicability of the Minimal Dominating Set for Influence Maximisation in Multilayer Networks. CoRR Michal Czuba, Mingshan Jia, Piotr Bródka, Katarzyna Musial
2025	J	`jnl`	How the use of feature selection methods influences the efficiency and accuracy of complex network simulations. Appl. Netw. Sci. Katarzyna Musial, Jiaqi Wen, Andreas Gwyther-Gouriotis
2025	J	`jnl`	Learning From Limited Data and Feedback for Cell Culture Process Monitoring: A Comparative Study. CoRR Johnny Peng, Thanh Tung Khuat, Ellen Otte, Katarzyna Musial, Bogdan Gabrys
2025	J	`jnl`	Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review. CoRR Johnny Peng, Thanh Tung Khuat, Katarzyna Musial, Bogdan Gabrys
2025	J	`jnl`	Stochastic Block Models for Complex Network Analysis: A Survey. ACM Trans. Knowl. Discov. Data Xueyan Liu, Wenzhuo Song, Katarzyna Musial, Yang Li, Xuehua Zhao, Bo Yang
2024	J	`jnl`	A bridge between influence models and control methods. Appl. Netw. Sci. Abida Sadaf, Luke Mathieson, Piotr Bródka, Katarzyna Musial
2024	J	`jnl`	Automated Deep Learning: Neural Architecture Search Is Not the End. Found. Trends Mach. Learn. Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2024	J	`jnl`	AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. Found. Trends Mach. Learn. David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2024	J	`jnl`	Corrections to "A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction". IEEE Access Joakim Skarding, Matthew Hellmich, Bogdan Gabrys, Katarzyna Musial
2024	J	`jnl`	DTCNS: A python toolbox for digital twin-oriented complex networked systems. SoftwareX Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2024	J	`jnl`	Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems. CoRR Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2024	—	`conf`	Fuzzy Feature Representation for Digital Twin-Oriented Social Network Simulators. FUZZ Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2024	J	`jnl`	How the use of feature selection methods influences the efficiency and accuracy of complex network simulations. CoRR Katarzyna Musial, Jiaqi Wen, Andreas Gwyther-Gouriotis
2024	J	`jnl`	Network Diffusion - Framework to Simulate Spreading Processes in Complex Networks. CoRR Michal Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radoslaw Michalski, Piotr Bródka
2024	J	`jnl`	Network Diffusion Framework to Simulate Spreading Processes in Complex Networks. Big Data Min. Anal. Michal Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan Jia, Katarzyna Musial, Radoslaw Michalski, Piotr Bródka
2024	J	`jnl`	On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning. Expert Syst. Appl. David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2024	J	`jnl`	On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link Prediction. IEEE Trans. Netw. Sci. Eng. Joakim Skarding, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	A Network Science Perspective of Graph Convolutional Networks: A Survey. IEEE Access Mingshan Jia, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	A Network Science perspective of Graph Convolutional Networks: A survey. CoRR Mingshan Jia, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	Digital Twin-Oriented Complex Networked Systems based on Heterogeneous node features and interaction rules. CoRR Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	Heterogeneous Feature Representation for Digital Twin-Oriented Complex Networked Systems. CoRR Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	Inferring Actual Treatment Pathways from Patient Records. CoRR Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Inferring actual treatment pathways from patient records. J. Biomed. Informatics Adrian Wilkins-Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Machine Learning for Administrative Health Records: A Systematic Review of Techniques and Applications. CoRR Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Machine learning for administrative health records: A systematic review of techniques and applications. Artif. Intell. Medicine Adrian Caruana, Madhushi Niluka Bandara, Katarzyna Musial, Daniel R. Catchpoole, Paul J. Kennedy
2023	J	`jnl`	Network Disruption via Continuous Batch Removal: The Case of Sicilian Mafia. CoRR Mingshan Jia, Pasquale De Meo, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	Review and Assessment of Digital Twin-Oriented Social Network Simulators. IEEE Access Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	Review and Assessment of Digital Twin-Oriented Social Network Simulators. CoRR Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2023	J	`jnl`	The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry. Found. Trends Inf. Syst. Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2022	J	`jnl`	A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction. IEEE Access Joakim Skarding, Matthew Hellmich, Bogdan Gabrys, Katarzyna Musial
2022	—	`conf`	Analysing Egocentric Networks via Local Structure and Centrality Measures: A Study on Chronic Pain Patients. ICOIN Mingshan Jia, Maité Van Alboom, Liesbet Goubert, Piet Bracke, Bogdan Gabrys, Katarzyna Musial
2022	J	`jnl`	Community Detection in Social Networks Considering Social Behaviors. IEEE Access Yingkui Wang, Di Jin, Dongxiao He, Katarzyna Musial, Jianwu Dang
2022	—	`conf`	Maximising Influence Spread in Complex Networks by Utilising Community-Based Driver Nodes as Seeds. SIMBig Abida Sadaf, Luke Mathieson, Piotr Bródka, Katarzyna Musial
2022	J	`jnl`	Maximising Influence Spread in Complex Networks by Utilising Community-based Driver Nodes as Seeds. CoRR Abida Sadaf, Luke Mathieson, Piotr Bródka, Katarzyna Musial
2022	J	`jnl`	Measuring Quadrangle Formation in Complex Networks. IEEE Trans. Netw. Sci. Eng. Mingshan Jia, Bogdan Gabrys, Katarzyna Musial
2022	J	`jnl`	NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size. IEEE Trans. Pattern Anal. Mach. Intell. Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys
2022	J	`jnl`	Net effects: examining strategies for women's inclusion and influence in ASX200 company boards. Appl. Netw. Sci. Deb Verhoeven, Katarzyna Musial, Gerhard Hambusch, Samir Ghannam, Mikhail Shashnov
2022	J	`jnl`	On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning. CoRR David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2022	B	`conf`	Skills Taught vs Skills Sought: Using Skills Analytics to Identify the Gaps between Curriculum and Job Markets. EDM Alireza Ahadi, Kirsty Kitto, Marian-Andrei Rizoiu, Katarzyna Musial
2022	J	`jnl`	The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry. CoRR Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2022	J	`jnl`	Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey. IEEE Access Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2022	J	`jnl`	Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey. CoRR Jiaqi Wen, Bogdan Gabrys, Katarzyna Musial
2021	J	`jnl`	A Scalable Redefined Stochastic Blockmodel. ACM Trans. Knowl. Discov. Data Xueyan Liu, Bo Yang, Hechang Chen, Katarzyna Musial, Hongxu Chen, Yang Li, Wanli Zuo
2021	J	`jnl`	A block-based generative model for attributed network embedding. World Wide Web Xueyan Liu, Bo Yang, Wenzhuo Song, Katarzyna Musial, Wanli Zuo, Hongxu Chen, Hongzhi Yin
2021	B	`conf`	An insight into network structure measures and number of driver nodes. ASONAM Abida Sadaf, Luke Mathieson, Katarzyna Musial
2021	—	`conf`	Analysing Ego-Networks via Typed-Edge Graphlets: A Case Study of Chronic Pain Patients. COMPLEX NETWORKS Mingshan Jia, Maité Van Alboom, Liesbet Goubert, Piet Bracke, Bogdan Gabrys, Katarzyna Musial
2021	J	`jnl`	AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation. Expert Syst. Appl. Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2021	J	`jnl`	Automated Deep Learning: Neural Architecture Search Is Not the End. CoRR Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021	B	`conf`	Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. IJCNN Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021	J	`jnl`	Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. CoRR Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021	J	`jnl`	Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey. IEEE Access Joakim Skarding, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	A Block-based Generative Model for Attributed Networks Embedding. CoRR Xueyan Liu, Wenzhuo Song, Wanli Zuo, Katarzyna Musial, Bo Yang
2020	B	`conf`	AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. IDA Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2020	J	`jnl`	AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. CoRR Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2020	J	`jnl`	AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation. CoRR Tien-Dung Nguyen, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. CoRR David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2020	B	`conf`	Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding. IJCNN Usman Naseem, Katarzyna Musial, Peter W. Eklund, Mukesh Prasad
2020	—	`conf`	Closure Coefficient in Complex Directed Networks. COMPLEX NETWORKS (1) Mingshan Jia, Bogdan Gabrys, Katarzyna Musial
2020	B	`conf`	Curriculum profile: modelling the gaps between curriculum and the job market. EDM Aleksandr Gromov, Andrei Maslennikov, Nikolas Dawson, Katarzyna Musial, Kirsty Kitto
2020	J	`jnl`	Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey. CoRR Joakim Skarding, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	Interacting Spreading Processes in Multilayer Networks: A Systematic Review. IEEE Access Piotr Bródka, Katarzyna Musial, Jaroslaw Jankowski
2020	J	`jnl`	Measuring Quadrangle Formation in Complex Networks. CoRR Mingshan Jia, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	ModMRF: A modularity-based Markov Random Field method for community detection. Neurocomputing Di Jin, Binbin Zhang, Yue Song, Dongxiao He, Zhiyong Feng, Shizhan Chen, Weihao Li, Katarzyna Musial
2020	A*	`conf`	Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. KDD Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction. CoRR Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys, Katarzyna Musial
2020	J	`jnl`	NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size. CoRR Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys
2020	J	`jnl`	Semi-supervised stochastic blockmodel for structure analysis of signed networks. Knowl. Based Syst. Xueyan Liu, Wenzhuo Song, Katarzyna Musial, Xuehua Zhao, Wanli Zuo, Bo Yang
2020	A*	`conf`	Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest. AAAI Xiaobao Wang, Di Jin, Katarzyna Musial, Jianwu Dang
2020	B	`conf`	Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm. IJCNN Usman Naseem, Imran Razzak, Peter W. Eklund, Katarzyna Musial
2020	A	`conf`	Towards skills-based curriculum analytics: can we automate the recognition of prior learning? LAK Kirsty Kitto, Nikhil Sarathy, Aleksandr Gromov, Ming Liu, Katarzyna Musial, Simon Buckingham Shum
2020	J	`jnl`	Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis. Future Gener. Comput. Syst. Usman Naseem, Imran Razzak, Katarzyna Musial, Muhammad Imran
2019	J	`jnl`	Analysis and Applications of Complex Social Networks 2018. Complex. Katarzyna Musial, Piotr Bródka, Pasquale De Meo
2019	A*	`conf`	Community Detection in Social Networks Considering Topic Correlations. AAAI Yingkui Wang, Di Jin, Katarzyna Musial, Jianwu Dang
2019	A	`conf`	DICE: Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis. ICDAR Usman Naseem, Katarzyna Musial
2019	A	`conf`	Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities. CIKM Xiaobao Wang, Di Jin, Mengquan Liu, Dongxiao He, Katarzyna Musial, Jianwu Dang
2019	J	`jnl`	Interacting spreading processes in multilayer networks. CoRR Piotr Bródka, Katarzyna Musial, Jaroslaw Jankowski
2019	J	`jnl`	Simulation and Augmentation of Social Networks for Building Deep Learning Models. CoRR Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
2019	J	`jnl`	Sub-query Fragmentation for Query Analysis and Data Caching in the Distributed Environment. CoRR Santhilata Kuppili Venkata, Katarzyna Musial
2018	J	`jnl`	Change point detection in social networks - Critical review with experiments. Comput. Sci. Rev. Lucy Kendrick, Katarzyna Musial, Bogdan Gabrys
2018	B	`conf`	NetSim - The framework for complex network generator. KES Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
2018	J	`jnl`	NetSim - The framework for complex network generator. CoRR Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
2018	—	`ch.`	Research Designs for Social Network Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Katarzyna Musial
2018	—	`conf`	Research Performance Reporting is Fallacious. BESC Adam Butler, Guandong Xu, Katarzyna Musial
2018	—	`conf`	Robust Detection of Communities with Multi-semantics in Large Attributed Networks. KSEM (1) Di Jin, Ziyang Liu, Dongxiao He, Bogdan Gabrys, Katarzyna Musial
2018	—	`conf`	Solving the Problem of the "Gender Offenders": Using Criminal Network Analysis to Optimize Openness in Male Dominated Collaborative Networks. DH Deb Verhoeven, Katarzyna Musial, Stuart Palmer, Sarah Taylor, Lachlan Simpson, Vejune Zemaityte, Shaukat R. Abidi
2018	—	`conf`	The Impact of Social Versus Individual Learning for Agents' Risk Perception During Epidemics. eScience Shaheen A. Abdulkareem, Ellen-Wien Augustijn, Katarzyna Musial, Yaseen T. Mustafa, Tatiana Filatova
2017	B	`conf`	A Community Bridge Boosting Social Network Link Prediction Model. ASONAM Fei Gao, Katarzyna Musial, Bogdan Gabrys
2017	B	`conf`	Adaptive Community Detection Incorporating Topology and Content in Social Networks. ASONAM Meng Qin, Di Jin, Dongxiao He, Bogdan Gabrys, Katarzyna Musial
2017	J	`jnl`	Analysis and Applications of Complex Social Networks. Complex. Katarzyna Musial, Piotr Bródka, Pasquale De Meo
2017	Misc	`conf`	Demonstration: Multi-agent System for Distributed Cache Maintenance. PAAMS Santhilata Kuppili Venkata, Katarzyna Musial, Samhar Mahmoud, Jeroen Keppens
2017	Misc	`conf`	Multi-Agent System for Distributed Cache Maintenance. PAAMS Santhilata Kuppili Venkata, Katarzyna Musial, Samhar Mahmoud, Jeroen Keppens
2016	J	`jnl`	Learning in unlabeled networks - An active learning and inference approach. AI Commun. Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2016	A	`conf`	Pricing Options with Portfolio-Holding Trading Agents in Direct Double Auction. ECAI Sarvar Abdullaev, Peter McBurney, Katarzyna Musial
2016	J	`jnl`	Social Network Analysis in Applications. AI Commun. Katarzyna Musial, Piotr Bródka, Matteo Magnani
2015	—	`conf`	Agent Based Simulation to Evaluate Adaptive Caching in Distributed Databases. EUMAS/AT Santhilata Kuppili Venkata, Jeroen Keppens, Katarzyna Musial
2015	J	`jnl`	Learning in Unlabeled Networks - An Active Learning and Inference Approach. CoRR Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2015	J	`jnl`	Link Prediction Methods and Their Accuracy for Different Social Networks and Network Metrics. Sci. Program. Fei Gao, Katarzyna Musial, Colin Cooper, Sophia Tsoka
2014	C	`conf`	Direct Exchange Mechanisms for Option Pricing. EUMAS Sarvar Abdullaev, Peter McBurney, Katarzyna Musial
2014	J	`jnl`	Extraction of Multi-layered Social Networks from Activity Data. CoRR Katarzyna Musial, Piotr Bródka, Przemyslaw Kazienko, Jaroslaw Gaworecki
2014	—	`ch.`	Research Designs for Social Network Analysis. Encyclopedia of Social Network Analysis and Mining Katarzyna Musial
2014	—	`conf`	Simulating the Information Diffusion Process in Complex Networks Using Push and Pull Strategies. ENIC Dariusz Król, Marcin Budka, Katarzyna Musial
2013	B	`conf`	Active learning and inference method for within network classification. ASONAM Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna Musial, Przemyslaw Kazienko
2013	J	`jnl`	Creation and growth of online social network - How do social networks evolve? World Wide Web Katarzyna Musial, Marcin Budka, Krzysztof Juszczyszyn
2013	J	`jnl`	Molecular model of dynamic social network based on e-mail communication. Soc. Netw. Anal. Min. Marcin Budka, Krzysztof Juszczyszyn, Katarzyna Musial, Anna Musial
2013	J	`jnl`	Multidimensional Social Network in the Social Recommender System CoRR Przemyslaw Kazienko, Katarzyna Musial, Tomasz Kajdanowicz
2013	J	`jnl`	Social Recommendations within the Multimedia Sharing Systems CoRR Katarzyna Musial, Przemyslaw Kazienko, Tomasz Kajdanowicz
2013	J	`jnl`	Social networks on the Internet. World Wide Web Katarzyna Musial, Przemyslaw Kazienko
2013	B	`conf`	What kind of network are you?: using local and global characteristics in network categorisation tasks. ASONAM Katarzyna Musial, Bogdan Gabrys, Marcin Buczko
2012	B	`conf`	A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks. ASONAM Krzysztof Juszczyszyn, Adam Gonczarek, Jakub M. Tomczak, Katarzyna Musial, Marcin Budka
2012	J	`jnl`	A degree centrality in multi-layered social network CoRR Piotr Bródka, Krzysztof Skibicki, Przemyslaw Kazienko, Katarzyna Musial
2012	J	`jnl`	Analysis of Neighbourhoods in Multi-layered Dynamic Social Networks CoRR Piotr Bródka, Przemyslaw Kazienko, Katarzyna Musial, Krzysztof Skibicki
2012	J	`jnl`	Analysis of Neighbourhoods in Multi-layered Dynamic Social Networks. Int. J. Comput. Intell. Syst. Piotr Bródka, Przemyslaw Kazienko, Katarzyna Musial, Krzysztof Skibicki
2012	J	`jnl`	Next challenges for adaptive learning systems. SIGKDD Explor. Indre Zliobaite, Albert Bifet, Mohamed Medhat Gaber, Bogdan Gabrys, João Gama, Leandro L. Minku, Katarzyna Musial
2012	—	`conf`	Predicting the Evolution of Social Networks: Optimal Time Window Size for Increased Accuracy. SocialCom/PASSAT Marcin Budka, Katarzyna Musial, Krzysztof Juszczyszyn
2011	—	`conf`	A Generic Model for a Multidimensional Temporal Social Network. ICeND Przemyslaw Kazienko, Elzbieta Kukla, Katarzyna Musial, Tomasz Kajdanowicz, Piotr Bródka, Jaroslaw Gaworecki
2011	—	`conf`	A degree centrality in multi-layered social network. CASoN Piotr Bródka, Krzysztof Skibicki, Przemyslaw Kazienko, Katarzyna Musial
2011	—	`conf`	Link Prediction Based on Subgraph Evolution in Dynamic Social Networks. SocialCom/PASSAT Krzysztof Juszczyszyn, Katarzyna Musial, Marcin Budka
2011	J	`jnl`	Multidimensional Social Network in the Social Recommender System. IEEE Trans. Syst. Man Cybern. Part A Przemyslaw Kazienko, Katarzyna Musial, Tomasz Kajdanowicz
2011	—	`conf`	Multidimensional Social Network: Model and Analysis. ICCCI (1) Przemyslaw Kazienko, Katarzyna Musial, Elzbieta Kukla, Tomasz Kajdanowicz, Piotr Bródka
2011	J	`jnl`	On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling. Entropy Marcin Budka, Bogdan Gabrys, Katarzyna Musial
2011	B	`conf`	The Dynamic Structural Patterns of Social Networks Based on Triad Transitions. ASONAM Krzysztof Juszczyszyn, Marcin Budka, Katarzyna Musial
2010	—	`conf`	A Method for Group Extraction in Complex Social Networks. WSKS (1) Piotr Bródka, Katarzyna Musial, Przemyslaw Kazienko
2010	—	`conf`	Individual Neighbourhood Exploration in Complex Multi-layered Social Network. Web Intelligence/IAT Workshops Przemyslaw Kazienko, Piotr Bródka, Katarzyna Musial
2010	—	`conf`	Multi-Layered Social Network Creation Based on Bibliographic Data. SocialCom/PASSAT Przemyslaw Kazienko, Piotr Bródka, Katarzyna Musial, Jaroslaw Gaworecki
2010	—	`ch.`	Personalized Ontology-Based Recommender Systems for Multimedia Objects. Agent and Multi-agent Technology for Internet and Enterprise Systems Krzysztof Juszczyszyn, Przemyslaw Kazienko, Katarzyna Musial
2010	—	`conf`	Utilizing Dynamic Molecular Modelling Technique for Predicting Changes in Complex Social Networks. Web Intelligence/IAT Workshops Krzysztof Juszczyszyn, Anna Musial, Katarzyna Musial, Piotr Bródka
2009	—	`conf`	A Performance of Centrality Calculation in Social Networks. CASoN Piotr Bródka, Katarzyna Musial, Przemyslaw Kazienko
2009	—	`conf`	Efficiency of Node Position Calculation in Social Networks. KES (2) Piotr Bródka, Katarzyna Musial, Przemyslaw Kazienko
2009	J	`jnl`	Evaluation of node position based on email communication. Control. Cybern. Przemyslaw Kazienko, Katarzyna Musial, Aleksander Zgrzywa
2009	B	`conf`	Molecular dynamics modelling of the temporal changes in complex networks. IEEE Congress on Evolutionary Computation Krzysztof Juszczyszyn, Anna Musial, Katarzyna Musial, Piotr Bródka
2009	J	`jnl`	Motif Analysis and the Periodic Structural Changes in an Organizational Email-Based Social Network. Int. J. Virtual Communities Soc. Netw. Krzysztof Juszczyszyn, Katarzyna Musial
2009	B	`conf`	Motif-Based Analysis of Social Position Influence on Interconnection Patterns in Complex Social Network. ACIIDS Katarzyna Musial, Krzysztof Juszczyszyn
2009	B	`conf`	Properties of Bridge Nodes in Social Networks. ICCCI Katarzyna Musial, Krzysztof Juszczyszyn
2009	—	`conf`	Structural Changes in an Email-Based Social Network. KES-AMSTA Krzysztof Juszczyszyn, Katarzyna Musial
2009	J	`jnl`	Temporal Changes in Local Topology of an Email-Based Social Network. Comput. Informatics Krzysztof Juszczyszyn, Katarzyna Musial, Przemyslaw Kazienko, Bogdan Gabrys
2009	—	`conf`	User position measures in social networks. SNAKDD Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka
2008	—	`conf`	Local Topology of Social Network Based on Motif Analysis. KES (2) Krzysztof Juszczyszyn, Przemyslaw Kazienko, Katarzyna Musial
2008	B	`conf`	Mining Personal Social Features in the Community of Email Users. SOFSEM Przemyslaw Kazienko, Katarzyna Musial
2008	—	`conf`	Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis. ICONIP (2) Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, Przemyslaw Kazienko
2008	—	`conf`	Profile of the Social Network in Photo Sharing Systems. AMCIS Przemyslaw Kazienko, Katarzyna Musial, Tomasz Kajdanowicz
2008	—	`conf`	Recommendation of Multimedia Objects Based on Similarity of Ontologies. KES (1) Przemyslaw Kazienko, Katarzyna Musial, Krzysztof Juszczyszyn
2008	—	`conf`	Social Recommendations within the Multimedia Sharing Systems. WSKS (1) Katarzyna Musial, Przemyslaw Kazienko, Tomasz Kajdanowicz
2008	—	`conf`	Temporal Changes in Connection Patterns of an Email-Based Social Network. Web Intelligence/IAT Workshops Krzysztof Juszczyszyn, Przemyslaw Kazienko, Katarzyna Musial, Bogdan Gabrys
2007	—	`conf`	Assessment of Personal Importance Based on Social Networks. MICAI Przemyslaw Kazienko, Katarzyna Musial
2007	J	`jnl`	On utilising social networks to discover representatives of human communities. Int. J. Intell. Inf. Database Syst. Przemyslaw Kazienko, Katarzyna Musial
2006	—	`ch.`	Recommendation Framework for Online Social Networks. Advances in Web Intelligence and Data Mining Przemyslaw Kazienko, Katarzyna Musial
2006	—	`conf`	Social Capital in Online Social Networks. KES (2) Przemyslaw Kazienko, Katarzyna Musial