Katarzyna Musial

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Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest

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

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.

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

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

Semi-supervised stochastic blockmodel for structure analysis of signed networks

Katarzyna Musial, Bo Yang, Wanli Zuo, 2020, Knowl. Based Syst..

A Performance of Centrality Calculation in Social Networks

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

Agent Based Simulation to Evaluate Adaptive Caching in Distributed Databases

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

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

Aleksander Zgrzywa, Katarzyna Musial, Przemyslaw Kazienko, 2022 .

Adaptive community detection incorporating topology and content in social networks✰

Katarzyna Musial, Bogdan Gabrys, Di Jin, 2018, Knowl. Based Syst..

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.

Efficiency of Node Position Calculation in Social Networks

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

Profile of the Social Network in Photo Sharing Systems

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

Understanding the Other Side – The Inside Story of the INFER Project

Katarzyna Musial, Marcin Budka, Wieslaw Blysz, 2013 .

Solving the Problem of the "Gender Offenders": Using Criminal Network Analysis to Optimize Openness in Male Dominated Collaborative Networks

Katarzyna Musial, Stuart Palmer, Deb Verhoeven, 2018, DH.

NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size pdf

Katarzyna Musial, Bogdan Gabrys, Lu Liu, 2020, ArXiv.

Direct Exchange Mechanisms for Option Pricing

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

A Generic Model for a Multidimensional Temporal Social Network

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

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.

Recommendation of Multimedia Objects Based on Similarity of Ontologies

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

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.

Demonstration: Multi-agent System for Distributed Cache Maintenance

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

A Block-based Generative Model for Attributed Networks Embedding pdf

Katarzyna Musial, Bo Yang, Wanli Zuo, 2020, ArXiv.

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.

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..

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.

Towards skills-based curriculum analytics: can we automate the recognition of prior learning?

Katarzyna Musial, Simon Buckingham Shum, Kirsty Kitto, 2020, LAK.

Newton's Gravitational Law for Link Prediction in Social Networks

Katarzyna Musial, Marcin Budka, Akanda Wahid-Ul-Ashraf, 2017, COMPLEX NETWORKS.

On utilising social networks to discover representatives of human communities

Katarzyna Musial, Przemyslaw Kazienko, Przemyslaw Kazienko, 2007, Int. J. Intell. Inf. Database Syst..

Analysis of Neighbourhoods in Multi-layered Dynamic Social Networks

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

Using Centrality Measures to Predict Helpfulness-Based Reputation in Trust Networks

Lora Aroyo, Giuseppe M. L. Sarnè, Katarzyna Musial, 2017, ACM Trans. Internet Techn..

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

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

Molecular dynamics modelling of the temporal changes in complex networks

Katarzyna Musial, Krzysztof Juszczyszyn, Piotr Bródka, 2009, 2009 IEEE Congress on Evolutionary Computation.

User position measures in social networks

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

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

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

Community Detection in Social Networks Considering Topic Correlations

Jianwu Dang, Katarzyna Musial, Di Jin, 2019, AAAI.

Multidimensional Social Network: Model and Analysis

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

Extraction of Multilayered Social Networks from Activity Data

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

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

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

Mining Personal Social Features in the Community of Email Users

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

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

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

Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey pdf

Katarzyna Musial, Bogdan Gabrys, Joakim Skarding, 2020, ArXiv.

Curriculum profile: modelling the gaps between curriculum and the job market

Katarzyna Musial, Kirsty Kitto, Nikolas Dawson, 2020, EDM.

A Method for Group Extraction in Complex Social Networks

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

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

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

Social Capital in Online Social Networks

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

Change point detection in social networks - Critical review with experiments

Katarzyna Musial, Bogdan Gabrys, Lucy Kendrick, 2018, Comput. Sci. Rev..

Interacting Spreading Processes in Multilayer Networks: A Systematic Review

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

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.

Hybrid structure-based link prediction model

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

Local Topology of Social Network Based on Motif Analysis

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

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).

AutonoML: Towards an Integrated Framework for Autonomous Machine Learning pdf

Katarzyna Musial, Bogdan Gabrys, David Jacob Kedziora, 2020, ArXiv.

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).

Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis

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

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

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

Recommendation Framework for Online Social Networks

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

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).

Creation and growth of online social network

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

Analysis and Applications of Complex Social Networks

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

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

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

Adaptive Community Detection Incorporating Topology and Content in Social Networks

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

The Impact of Social Versus Individual Learning for Agents' Risk Perception During Epidemics

Katarzyna Musial, Tatiana Filatova, Yaseen T. Mustafa, 2018, 2018 IEEE 14th International Conference on e-Science (e-Science).

Pricing Options with Portfolio-Holding Trading Agents in Direct Double Auction

Katarzyna Musial, Peter McBurney, Sarvar Abdullaev, 2016, ECAI.

Social Network Analysis in Applications

Katarzyna Musial, Matteo Magnani, Piotr Bródka, 2016, AI Commun..

Properties of Bridge Nodes in Social Networks

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

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

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

Learning in unlabeled networks - An active learning and inference approach

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

Assessment of Personal Importance Based on Social Networks

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

Measuring Quadrangle Formation in Complex Networks pdf

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

ModMRF: A modularity-based Markov Random Field method for community detection

Di Jin, Katarzyna Musial, Dongxiao He, 2020, Neurocomputing.

Utilizing Dynamic Molecular Modelling Technique for Predicting Changes in Complex Social Networks

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

Multi-Agent System for Distributed Cache Maintenance

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

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.

Method for evaluating organizational structure on the basis of social network analysis

Katarzyna Musial, Krzysztof Juszczyszyn, 2008 .

Research Designs for Social Network Analysis

Katarzyna Musial, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

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

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

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

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

Analysis and Applications of Complex Social Networks 2018

Katarzyna Musial, Pasquale De Meo, Piotr Bródka, 2019, Complex..

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).

Multi-Layered Social Network Creation Based on Bibliographic Data

Katarzyna Musial, Przemyslaw Kazienko, Piotr Bródka, 2010, 2010 IEEE Second International Conference on Social Computing.

Structural Changes in an Email-Based Social Network

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

AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model pdf

Katarzyna Musial, Bogdan Gabrys, Tien-Dung Nguyen, 2020, IDA.

Next challenges for adaptive learning systems

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

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 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.

Social networks on the Internet

Katarzyna Musial, Przemyslaw Kazienko, 2011, World Wide Web.

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

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

On analysis of complex network dynamics – changes in local topology

Katarzyna Musial, Krzysztof Juszczyszyn, Marcin Budka, 2011 .

NetSim - The framework for complex network generator

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

Research Designs for Social Network Analysis

Katarzyna Musial, Katarzyna Musial, 2014, Encyclopedia of Social Network Analysis and Mining.

Research Performance Reporting is Fallacious

Guandong Xu, Katarzyna Musial, Adam Butler, 2018, 2018 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC).