Julian Szymanski

Orcid: 0000-0001-5029-6768

Affiliations:
  • Gdańsk University of Technology, Department of Computer Systems Architecture, Poland


According to our database1, Julian Szymanski authored at least 92 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
A Review of Explainable Fashion Compatibility Modeling Methods.
ACM Comput. Surv., November, 2024

Network-assisted processing of advanced IoT applications: challenges and proof-of-concept application.
Clust. Comput., April, 2024

A Survey on the Datasets and Algorithms for Satellite Data Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

An intelligent cellular automaton scheme for modelling forest fires.
Ecol. Informatics, 2024

Enhancing Personalized Travel Recommendations: Integrating User Behavior and Content Analysis.
Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

LSA Is not Dead: Improving Results of Domain-Specific Information Retrieval System Using Stack Overflow Questions Tags.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Entity Annotation with Wikipedia Using Neural Networks.
Proceedings of the Computer Information Systems and Industrial Management, 2024

Neural network agents trained by declarative programming tutors.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
A Formal Approach to Model the Expansion of Natural Events: The Case of Infectious Diseases.
Parallel Process. Lett., December, 2023

Application of a stochastic compartmental model to approach the spread of environmental events with climatic bias.
Ecol. Informatics, November, 2023

Previous Opinions is All You Need - Legal Information Retrieval System.
Proceedings of the Advances in Computational Collective Intelligence, 2023

Optimization of Bread Production Using Neuro-Fuzzy Modelling.
Proceedings of the Computer Information Systems and Industrial Management, 2023

2022
Detection of anomalies in bee colony using transitioning state and contrastive autoencoders.
Comput. Electron. Agric., 2022

How to Sort Them? A Network for LEGO Bricks Classification.
Proceedings of the Computational Science - ICCS 2022, 2022

Short Texts Representations for Legal Domain Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021
Blockchain technologies to address smart city and society challenges.
Comput. Hum. Behav., 2021

Buzz-based honeybee colony fingerprint.
Comput. Electron. Agric., 2021

Architecture Based on Machine Learning Techniques and Data Mining for Prediction of Indicators in the Diagnosis and Intervention of Autistic Spectrum Disorder.
Proceedings of the Research and Innovation Forum 2021: Managing Continuity, 2021

Fast Approximate String Search for Wikification.
Proceedings of the Computational Science - ICCS 2021, 2021

Embedded Representations of Wikipedia Categories.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
NLP Questions Answering Using DBpedia and YAGO.
Vietnam. J. Comput. Sci., 2020

Buzz-based recognition of the honeybee colony circadian rhythm.
Comput. Electron. Agric., 2020

Framework for Integration Decentralized and Untrusted Multi-Vendor IoMT Environments.
IEEE Access, 2020

Weighted Clustering for Bees Detection on Video Images.
Proceedings of the Computational Science - ICCS 2020, 2020

Towards Extending Wikipedia with Bidirectional Links.
Proceedings of the HT '20: 31st ACM Conference on Hypertext and Social Media, 2020

Explicitly Defined Sampling Categories for ESA on a Bipartite Graph.
Proceedings of the 13th International Conference on Human System Interaction, 2020

Collaborative Data Acquisition and Learning Support.
Proceedings of the Computer Information Systems and Industrial Management, 2020

2019
Crowdsourcing-Based Evaluation of Automatic References Between WordNet and Wikipedia.
Int. J. Softw. Eng. Knowl. Eng., 2019

Deep learning in the fog.
Int. J. Distributed Sens. Networks, 2019

Advances in Architectures, Big Data, and Machine Learning Techniques for Complex Internet of Things Systems.
Complex., 2019

Review of the Complexity of Managing Big Data of the Internet of Things.
Complex., 2019

An Analysis of Neural Word Representations for Wikipedia Articles Classification.
Cybern. Syst., 2019

Review on Wikification methods.
AI Commun., 2019

Distributed Architectures for Intensive Urban Computing: A Case Study on Smart Lighting for Sustainable Cities.
IEEE Access, 2019

Exact-match Based Wikipedia-WordNet Integration.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Low-Power WSN System for Honey Bee Monitoring.
Proceedings of the Twelfth International Conference on Mobile Computing and Ubiquitous Network, 2019

Bees Detection on Images: Study of Different Color Models for Neural Networks.
Proceedings of the Distributed Computing and Internet Technology, 2019

Towards semantic-rich word embeddings.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

2018
RDF dataset profiling - a survey of features, methods, vocabularies and applications.
Semantic Web, 2018

Modelling the malware propagation in mobile computer devices.
Comput. Secur., 2018

DBpedia and YAGO Based System for Answering Questions in Natural Language.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Text Categorization Improvement via User Interaction.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Detection of the Bee Queen Presence Using Sound Analysis.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
MERPSYS: An environment for simulation of parallel application execution on large scale HPC systems.
Simul. Model. Pract. Theory, 2017

An IoT-Based Computational Framework for Healthcare Monitoring in Mobile Environments.
Sensors, 2017

Path-based methods on categorical structures for conceptual representation of wikipedia articles.
J. Intell. Inf. Syst., 2017

Analysis of Denoising Autoencoder Properties Through Misspelling Correction Task.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

KEYSTONE WG2: Activities and Results Overview on Keyword Search.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2017

2016
Spectral Clustering Wikipedia Keyword-Based Search Results.
Frontiers Robotics AI, 2016

Identification of category associations using a multilabel classifier.
Expert Syst. Appl., 2016

Towards increasing F-measure of approximate string matching in O(1) complexity.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Two Stage SVM and kNN Text Documents Classifier.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Information Retrieval in Wikipedia with Conceptual Directions.
Proceedings of the Distributed Computing and Internet Technology, 2015

Improving Effectiveness of SVM Classifier for Large Scale Data.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Simulation of parallel similarity measure computations for large data sets.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Semantic URL Analytics to Support Efficient Annotation of Large Scale Web Archives.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

Improving css-KNN Classification Performance by Shifts in Training Data.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2015

2014
Towards Increasing Density of Relations in Category Graphs.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform: From Research to Implementation, 2014

Comparative Analysis of Text Representation Methods Using Classification.
Cybern. Syst., 2014

Evaluation of Path Based Methods for Conceptual Representation of the Text.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Interactive Information Search in Text Data Collections.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Wikipedia Articles Representation with Matrix'u.
Proceedings of the Distributed Computing and Internet Technology, 2013

Improvement of Imperfect String Matching Based on Asymmetric n-Grams.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Bringing Common Sense to WordNet with a Word Game.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

Selection of Relevant Features for Text Classification with K-NN.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Thresholding strategies for large scale multi-label text classifier.
Proceedings of the 6th International Conference on Human System Interactions, 2013

Selecting Features with SVM.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Retrieval with Semantic Sieve.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

2012
Effective Implementation of Basic Operations for Information Retrieval.
J. Digit. Inf. Manag., 2012

Information retrieval with semantic memory model.
Cogn. Syst. Res., 2012

Adaptive Algorithm for Interactive Question-Based Search.
Proceedings of the Intelligent Information Processing VI, 2012

Interactive Information Retrieval Algorithm for Wikipedia Articles.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Annotating Words Using WordNet Semantic Glosses.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Self Organizing Maps for Visualization of Categories.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Words Context Analysis for Improvement of Information Retrieval.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

Text Classifiers for Automatic Articles Categorization.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
External Validation Measures for Nested Clustering of Text Documents.
Proceedings of the Emerging Intelligent Technologies in Industry, 2011

Categorization of Wikipedia Articles with Spectral Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Induction of the Common-Sense Hierarchies in Lexical Data.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Security Ontology Construction and Integration.
Proceedings of the KEOD 2011, 2011

Self-Organizing Map Representation for Clustering Wikipedia Search Results.
Proceedings of the Intelligent Information and Database Systems, 2011

2010
Mining Relations between Wikipedia Categories.
Proceedings of the Networked Digital Technologies - Second International Conference, 2010

Towards Automatic Classification of Wikipedia Content.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

Representation of Hypertext Documents Based on Terms, Links and Text Compressibility.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

2009
Cooperative WordNet Editor for Lexical Semantic Acquisition.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

Wordventure - Cooperative Wordnet Editor - Architecture for Lexical Semantic Acquisition.
Proceedings of the KEOD 2009 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Funchal, 2009

2008
Knowledge representation and acquisition for large-scale semantic memory.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Semantic Memory Knowledge Acquisition Through Active Dialogues.
Proceedings of the International Joint Conference on Neural Networks, 2007

Text Categorization with Semantic Commonsense Knowledge: First Results.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2005
Concept Description Vectors and the 20 Question Game.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

Semantic Memory for Avatars in Cyberspace.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005


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