Tomasz Kajdanowicz

According to our database1, Tomasz Kajdanowicz authored at least 83 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
scikit-multilearn: A Python library for Multi-Label Classification.
J. Mach. Learn. Res., 2019

WordNet2Vec: Corpora agnostic word vectorization method.
Neurocomputing, 2019

Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings.
CoRR, 2019

Extracting Aspects Hierarchies using Rhetorical Structure Theory.
CoRR, 2019

Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF.
CoRR, 2019

Incremental embedding for temporal networks.
CoRR, 2019

2018
Collective Classification: Structural Features.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Distributed Processing of Networked Data.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Collective Classification.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Spatio-Temporal Profiling of Public Transport Delays Based on Large-Scale Vehicle Positioning Data From GPS in Wrocław.
IEEE Trans. Intelligent Transportation Systems, 2018

Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures.
Entropy, 2018

LNEMLC: Label Network Embeddings for Multi-Label Classifiation.
CoRR, 2018

Entropy and Graph Energy of Complex Networks.
CoRR, 2018

Priority Attachment: a Universal Mechanism for Generating Networks.
CoRR, 2018

2017
Multimodal optimization: An effective framework for model calibration.
Inf. Sci., 2017

Method for Aspect-Based Sentiment Annotation Using Rhetorical Analysis.
CoRR, 2017

A Network Perspective on Stratification of Multi-Label Data.
CoRR, 2017

Is a Data-Driven Approach still Better than Random Choice with Naive Bayes classifiers?
CoRR, 2017

A scikit-based Python environment for performing multi-label classification.
CoRR, 2017

On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy.
Complexity, 2017

Incremental Learning in Dynamic Networks for Node Classification.
Proceedings of the Network Intelligence Meets User Centered Social Media Networks [4th European Network Intelligence Conference, 2017

On Quality Assesement in Wikipedia Articles Based on Markov Random Fields.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
Using Graph and Vertex Entropy to Compare Empirical Graphs with Theoretical Graph Models.
Entropy, 2016

Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis.
Entropy, 2016

How is a data-driven approach better than random choice in label space division for multi-label classification?
CoRR, 2016

Sequential Seeding in Complex Networks: Trading Speed for Coverage.
CoRR, 2016

Learning in unlabeled networks - An active learning and inference approach.
AI Commun., 2016

Priority rank model for social network generation.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Cooperation Prediction in GitHub Developers Network with Restricted Boltzmann Machine.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

Fast and Accurate - Improving Lexicon-Based Sentiment Classification with an Ensemble Methods.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Relational Classification Using Random Walks in Graphs.
New Generation Comput., 2015

A methodology for mining clinical data: experiences from TRANSFoRm project.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

On Sentiment Polarity Assignment in the Wordnet Using Loopy Belief Propagation.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Sentiment Analysis for Polish Using Transfer Learning Approach.
Proceedings of the 2015 Second European Network Intelligence Conference, 2015

Sentiment Analysis Based on Collaborative Data for Polish Language.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2015

MuNeG: The Framework for Multilayer Network Generator.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Distributed Processing of Networked Data.
Encyclopedia of Social Network Analysis and Mining, 2014

MapReduce approach to relational influence propagation in complex networks.
Pattern Anal. Appl., 2014

Seed Selection for Spread of Influence in Social Networks: Temporal vs. Static Approach.
New Generation Comput., 2014

An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Belief Propagation Method for Word Sentiment in WordNet 3.0.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
Relational large scale multi-label classification method for video categorization.
Multimedia Tools Appl., 2013

Boosting-based Multi-label Classification.
J. UCS, 2013

Privacy-preserving Data Mining, Sharing and Publishing
CoRR, 2013

Social Recommendations within the Multimedia Sharing Systems
CoRR, 2013

Label-dependent Feature Extraction in Social Networks for Node Classification
CoRR, 2013

Parallel Processing of Large Graphs.
CoRR, 2013

From Data to Human Behaviour.
Proceedings of the 2013 International Conference on Social Intelligence and Technology, 2013

MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Classification Method for Differential Diagnosis Based on the Course of Episode of Care.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Heuristic Classifier Chains for Multi-label Classification.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

Relational Propagation of Word Sentiment in WordNet.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2013

Efficient Usage of Collective Classification Algorithms for Collaborative Decision Making.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2013

Active learning and inference method for within network classification.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Competence Region Modelling in Relational Classification.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

2012
Label-dependent node classification in the network.
Neurocomputing, 2012

New Entropy Based Distance for Training Set Selection in Debt Portfolio Valuation.
IJITWE, 2012

Web-based knowledge exchange through social links in the workplace.
Behaviour & IT, 2012

Multi-label classification using error correcting output codes.
Applied Mathematics and Computer Science, 2012

Web Spam Detection Using MapReduce Approach to Collective Classification.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012

Distance Measures in Training Set Selection for Debt Value Prediction.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

Comparison of the Efficiency of MapReduce and Bulk Synchronous Parallel Approaches to Large Network Processing.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

MapReduce Approach to Collective Classification for Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Transfer Learning Approach to Debt Portfolio Appraisal.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Cooperative Decision Making Algorithm for Large Networks Using MapReduce Programming Model.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2012

Collective Classification Techniques: An Experimental Study.
Proceedings of the New Trends in Databases and Information Systems, 2012

Learning and Inference Order in Structured Output Elements Classification.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011
Multidimensional Social Network in the Social Recommender System.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2011

Boosting-based Sequential Output Prediction.
New Generation Comput., 2011

Current Trends and Difficulties in Knowledge-Based e-Health Systems.
Proceedings of the Information Systems, E-learning, and Knowledge Management Research, 2011

Multidimensional Social Network: Model and Analysis.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Structured Output Element Ordering in Boosting-Based Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A Model for Collaborative Scheduling Based on Competencies.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2011

Multiple Classifier Method for Structured Output Prediction Based on Error Correcting Output Codes.
Proceedings of the Intelligent Information and Database Systems, 2011

2010
An Assessment of Node Classification Accuracy in Social Networks Using Label-Dependent Feature Extraction.
Proceedings of the Knowledge Management, Information Systems, E-Learning, and Sustainability Research, 2010

A Method of Label-Dependent Feature Extraction in Social Networks.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010

Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

A method for business sequential data prediction.
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010

Incremental Prediction for Sequential Data.
Proceedings of the Intelligent Information and Database Systems, 2010

2009
Hybrid Repayment Prediction for Debt Portfolio.
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Prediction of Sequential Values for Debt Recovery.
Proceedings of the Progress in Pattern Recognition, 2009

2008
Profile of the Social Network in Photo Sharing Systems.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008


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