Katarzyna Musial
Orcid: 0000-0001-6038-7647Affiliations:
- University of Technology Sydney, Australia
- King's College London, Department of Informatics
According to our database1,
Katarzyna Musial
authored at least 122 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
Appl. Netw. Sci., December, 2024
On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link Prediction.
IEEE Trans. Netw. Sci. Eng., 2024
SoftwareX, 2024
Found. Trends Mach. Learn., 2024
Found. Trends Mach. Learn., 2024
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning.
Expert Syst. Appl., 2024
CoRR, 2024
Corrections to "A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction".
IEEE Access, 2024
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
2023
J. Biomed. Informatics, December, 2023
Machine learning for administrative health records: A systematic review of techniques and applications.
Artif. Intell. Medicine, October, 2023
The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry.
Found. Trends Inf. Syst., 2023
CoRR, 2023
Heterogeneous Feature Representation for Digital Twin-Oriented Complex Networked Systems.
CoRR, 2023
Digital Twin-Oriented Complex Networked Systems based on Heterogeneous node features and interaction rules.
CoRR, 2023
IEEE Access, 2023
IEEE Access, 2023
2022
IEEE Trans. Netw. Sci. Eng., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey.
CoRR, 2022
Net effects: examining strategies for women's inclusion and influence in ASX200 company boards.
Appl. Netw. Sci., 2022
Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey.
IEEE Access, 2022
IEEE Access, 2022
IEEE Access, 2022
Maximising Influence Spread in Complex Networks by Utilising Community-Based Driver Nodes as Seeds.
Proceedings of the Information Management and Big Data, 2022
Analysing Egocentric Networks via Local Structure and Centrality Measures: A Study on Chronic Pain Patients.
Proceedings of the International Conference on Information Networking, 2022
Skills Taught vs Skills Sought: Using Skills Analytics to Identify the Gaps between Curriculum and Job Markets.
Proceedings of the 15th International Conference on Educational Data Mining, 2022
2021
World Wide Web, 2021
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation.
Expert Syst. Appl., 2021
Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey.
IEEE Access, 2021
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021
Analysing Ego-Networks via Typed-Edge Graphlets: A Case Study of Chronic Pain Patients.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
2020
Knowl. Based Syst., 2020
Neurocomputing, 2020
Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis.
Future Gener. Comput. Syst., 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey.
CoRR, 2020
IEEE Access, 2020
Towards skills-based curriculum analytics: can we automate the recognition of prior learning?
Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
Proceedings of the 13th International Conference on Educational Data Mining, 2020
Proceedings of the Complex Networks & Their Applications IX, 2020
Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Sub-query Fragmentation for Query Analysis and Data Caching in the Distributed Environment.
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Adaptive community detection incorporating topology and content in social networks<sup>✰</sup>.
Knowl. Based Syst., 2018
Comput. Sci. Rev., 2018
Proceedings of the Knowledge Science, Engineering and Management, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
The Impact of Social Versus Individual Learning for Agents' Risk Perception During Epidemics.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
Solving the Problem of the "Gender Offenders": Using Criminal Network Analysis to Optimize Openness in Male Dominated Collaborative Networks.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018
Proceedings of the 5th International Conference on Behavioral, 2018
2017
ACM Trans. Internet Techn., 2017
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017
Proceedings of the Complex Networks & Their Applications VI, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
AI Commun., 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
2015
Link Prediction Methods and Their Accuracy for Different Social Networks and Network Metrics.
Sci. Program., 2015
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
Proceedings of the Multi-Agent Systems - 12th European Conference, 2014
Simulating the Information Diffusion Process in Complex Networks Using Push and Pull Strategies.
Proceedings of the 2014 European Network Intelligence Conference, 2014
2013
World Wide Web, 2013
Soc. Netw. Anal. Min., 2013
What kind of network are you?: using local and global characteristics in network categorisation tasks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Int. J. Comput. Intell. Syst., 2012
Predicting the Evolution of Social Networks: Optimal Time Window Size for Increased Accuracy.
Proceedings of the 2012 International Conference on Privacy, 2012
A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
IEEE Trans. Syst. Man Cybern. Part A, 2011
On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling.
Entropy, 2011
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
Proceedings of the e-Technologies and Networks for Development, 2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
2010
Proceedings of the Agent and Multi-agent Technology for Internet and Enterprise Systems, 2010
Proceedings of the Knowledge Management, Information Systems, E-Learning, and Sustainability Research, 2010
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010
Utilizing Dynamic Molecular Modelling Technique for Predicting Changes in Complex Social Networks.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010
2009
Motif Analysis and the Periodic Structural Changes in an Organizational Email-Based Social Network.
Int. J. Virtual Communities Soc. Netw., 2009
Comput. Informatics, 2009
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 2009
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009
Motif-Based Analysis of Social Position Influence on Interconnection Patterns in Complex Social Network.
Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009
2008
Proceedings of the Emerging Technologies and Information Systems for the Knowledge Society, 2008
Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008
2007
Int. J. Intell. Inf. Database Syst., 2007
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007
2006
Proceedings of the Advances in Web Intelligence and Data Mining, 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006