Katarzyna Musial

Katarzyna Musial, Dongxiao He, Bogdan Gabrys, 2017, 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Link Prediction Based on Subgraph Evolution in Dynamic Social Networks

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

Controlling for openness in the male-dominated collaborative networks of the global film industry

Shaukat R. Abidi, Stuart R. Palmer, D. Verhoeven, 2020, PloS one.

Robust Detection of Communities with Multi-semantics in Large Attributed Networks

Katarzyna Musial, Dongxiao He, Bogdan Gabrys, 2018, KSEM.

Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis

Katarzyna Musial, Imran Razzak, Usman Naseem, 2020, Future Gener. Comput. Syst..

NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

B. Gabrys, Katarzyna Musial, Xuanyi Dong, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling

Katarzyna Musial, Bogdan Gabrys, Marcin Budka, 2011, Entropy.

Toward Digital Twin Oriented Modeling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey

B. Gabrys, Katarzyna Musial, Jiaqi Wen, 2022, IEEE Access.

Measuring Quadrangle Formation in Complex Networks pdf

Katarzyna Musial, Bogdan Gabrys, Mingshan Jia, 2020, IEEE Transactions on Network Science and Engineering.

Analysing Ego-Networks via Typed-Edge Graphlets: A Case Study of Chronic Pain Patients

B. Gabrys, Katarzyna Musial, L. Goubert, 2021, COMPLEX NETWORKS.

Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction

Katarzyna Musial, Bogdan Gabrys, Hongzhi Yin, 2020, KDD.

Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest

Xiaobao Wang, Di Jin, Katarzyna Musial, 2020, AAAI.

Foundations and Modeling of Dynamic Networks Using Dynamic Graph Neural Networks: A Survey

Katarzyna Musial, Bogdan Gabrys, Joakim Skarding, 2020, IEEE Access.

Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities

Xiaobao Wang, Di Jin, Katarzyna Musial, 2019, CIKM.

Social Capital in Online Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Przemyslaw Kazienko, 2006, KES.

Learning in unlabeled networks - An active learning and inference approach

Katarzyna Musial, Przemyslaw Kazienko, Radoslaw Michalski, 2015, AI Commun..

A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks

Katarzyna Musial, Krzysztof Juszczyszyn, Jakub M. Tomczak, 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

User position measures in social networks

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2009, SNA-KDD '09.

Control and Cybernetics Evaluation of Node Position Based on Email Communication *

Aleksander Zgrzywa, Katarzyna Musial, Przemyslaw Kazienko, 2022 .

Analysis of Neighbourhoods in Multi-layered Dynamic Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2012, Int. J. Comput. Intell. Syst..

A degree centrality in multi-layered social network

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2011, 2011 International Conference on Computational Aspects of Social Networks (CASoN).

Multidimensional Social Network in the Social Recommender System

Katarzyna Musial, Przemyslaw Kazienko, Tomasz Kajdanowicz, 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

A Method for Group Extraction in Complex Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2010, WSKS.

Individual Neighbourhood Exploration in Complex Multi-layered Social Network

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2010, 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

A Performance of Centrality Calculation in Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2009, 2009 International Conference on Computational Aspects of Social Networks.

Abstract

Kerstin V. Siakas, Przemyslaw Kazienko, Tomasz Kajdanowicz, 1998, Veterinary Record.

Active learning and inference method for within network classification

Katarzyna Musial, Przemyslaw Kazienko, Radoslaw Michalski, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

A Generic Model for a Multidimensional Temporal Social Network

Katarzyna Musial, Piotr Bródka, Przemyslaw Kazienko, 2011, ICeND.

NetSim - The framework for complex network generator

Katarzyna Musial, Marcin Budka, Akanda Wahid-Ul-Ashraf, 2018, KES.

Creation and growth of online social network

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2013, World Wide Web.

Efficiency of Node Position Calculation in Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2009, KES.

Structural Changes in an Email-Based Social Network

Katarzyna Musial, Krzysztof Juszczyszyn, Katarzyna Musial, 2009, KES-AMSTA.

Mining Personal Social Features in the Community of Email Users

Katarzyna Musial, Przemyslaw Kazienko, Przemyslaw Kazienko, 2008, SOFSEM.

Assessment of Personal Importance Based on Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Przemyslaw Kazienko, 2007, MICAI.

Link Prediction Methods and Their Accuracy for Different Social Networks and Network Metrics

Katarzyna Musial, Colin Cooper, Sophia Tsoka, 2015, Sci. Program..

DICE: Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis

Katarzyna Musial, Usman Naseem, Usman Naseem, 2019, 2019 International Conference on Document Analysis and Recognition (ICDAR).

Agent Based Simulation to Evaluate Adaptive Caching in Distributed Databases

Katarzyna Musial, Jeroen Keppens, Santhilata Kuppili Venkata, 2015, EUMAS/AT.

An insight into network structure measures and number of driver nodes

Katarzyna Musial, Abida Sadaf, Luke Mathieson, 2021, ASONAM.

Temporal Changes in Local Topology of an Email-Based Social Network

Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, 2009, Comput. Informatics.

Next challenges for adaptive learning systems

Katarzyna Musial, Mohamed Medhat Gaber, João Gama, 2012, SKDD.

Extraction of Multilayered Social Networks from Activity Data

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2014, TheScientificWorldJournal.

What kind of network are you? - Using local and global characteristics in network categorisation tasks

Katarzyna Musial, Bogdan Gabrys, Marcin Buczko, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

Properties of Bridge Nodes in Social Networks

Katarzyna Musial, Krzysztof Juszczyszyn, Katarzyna Musial, 2009, ICCCI.

Motif-Based Analysis of Social Position Influence on Interconnection Patterns in Complex Social Network

Katarzyna Musial, Krzysztof Juszczyszyn, Katarzyna Musial, 2009, 2009 First Asian Conference on Intelligent Information and Database Systems.

Profile of the Social Network in Photo Sharing Systems

Katarzyna Musial, Przemyslaw Kazienko, Tomasz Kajdanowicz, 2008, AMCIS.

Recommendation Framework for Online Social Networks

Katarzyna Musial, Przemyslaw Kazienko, Przemyslaw Kazienko, 2006, Advances in Web Intelligence and Data Mining.

Analysis and Applications of Complex Social Networks

Katarzyna Musial, Pasquale De Meo, Piotr Bródka, 2017, Complex..

Local Topology of Social Network Based on Motif Analysis

Katarzyna Musial, Krzysztof Juszczyszyn, Przemyslaw Kazienko, 2008, KES.

Directed closure coefficient and its patterns

B. Gabrys, Katarzyna Musial, Mingshan Jia, 2021, PloS one.

Convergence of trading strategies in continuous double auction markets with boundedly-rational networked traders

Katarzyna Musial, Peter McBurney, Junhuan Zhang, 2018 .

Simulating the Information Diffusion Process in Complex Networks Using Push and Pull Strategies

Katarzyna Musial, Dariusz Król, Marcin Budka, 2014, ENIC.

On analysis of complex network dynamics – changes in local topology

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2011 .

Molecular model of dynamic social network based on e-mail communication

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2013, Social Network Analysis and Mining.

Closure Coefficient in Complex Directed Networks

B. Gabrys, Katarzyna Musial, Mingshan Jia, 2020, COMPLEX NETWORKS.

The Dynamic Structural Patterns of Social Networks Based on Triad Transitions

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2011, 2011 International Conference on Advances in Social Networks Analysis and Mining.

Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis

Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, 2009, ICONIP.

Temporal Changes in Connection Patterns of an Email-Based Social Network

Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Motif Analysis and the Periodic Structural Changes in an Organizational Email-Based Social Network

Katarzyna Musial, Krzysztof Juszczyszyn, Katarzyna Musial, 2009, Int. J. Virtual Communities Soc. Netw..

Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning

B. Gabrys, Katarzyna Musial, D. Kedziora, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Hybrid structure-based link prediction model

Katarzyna Musial, Fei Gao King's, Katarzyna Musial, 2016, ASONAM.

Interacting Spreading Processes in Multilayer Networks: A Systematic Review

Katarzyna Musial, Piotr Bródka, Jaroslaw Jankowski, 2019, IEEE Access.

Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm

Katarzyna Musial, Imran Razzak, Usman Naseem, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Direct Exchange Mechanisms for Option Pricing

Katarzyna Musial, Peter McBurney, Sarvar Abdullaev, 2014, EUMAS.

Multi-Agent System for Distributed Cache Maintenance

Katarzyna Musial, Jeroen Keppens, Santhilata Kuppili Venkata, 2017, PAAMS.

A Scalable Redefined Stochastic Blockmodel

Katarzyna Musial, Wanli Zuo, Hechang Chen, 2021, ACM Trans. Knowl. Discov. Data.

Digital Twin-Oriented Complex Networked Systems based on Heterogeneous node features and interaction rules

B. Gabrys, Katarzyna Musial, Jiaqi Wen, 2023, ArXiv.

Review and Assessment of Digital Twin-Oriented Social Network Simulators

B. Gabrys, Katarzyna Musial, Jiaqi Wen, 2023, IEEE Access.

Simulation and Augmentation of Social Networks for Building Deep Learning Models pdf

Katarzyna Musial, Marcin Budka, Akanda Wahid-Ul-Ashraf, 2019, ArXiv.

Predicting the Evolution of Social Networks: Optimal Time Window Size for Increased Accuracy

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2012, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry

B. Gabrys, Katarzyna Musial, D. Kedziora, 2022, ArXiv.

AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation pdf

Katarzyna Musial, Bogdan Gabrys, Tien-Dung Nguyen, 2020, Expert Syst. Appl..

Sub-query Fragmentation for Query Analysis and Data Caching in the Distributed Environment pdf

Katarzyna Musial, Santhilata Kuppili Venkata, Katarzyna Musial, 2019, ArXiv.

Personalized Ontology-Based Recommender Systems for Multimedia Objects

Katarzyna Musial, Krzysztof Juszczyszyn, Przemyslaw Kazienko, 2010, Agent and Multi-agent Technology for Internet and Enterprise Systems.

Automated Deep Learning: Neural Architecture Search Is Not the End

B. Gabrys, Katarzyna Musial, Xuanyi Dong, 2021, Found. Trends Mach. Learn..

Interacting Spreading Processes in Multilayer Networks: A Systematic Review

Katarzyna Musial, Jarosław Jankowski, Piotr Bródka, 2019, IEEE Access.