Ladislav Lenc

Orcid: 0000-0002-1066-7269

According to our database1, Ladislav Lenc authored at least 66 papers between 2011 and 2024.

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Bibliography

2024
Czech medical coding assistant based on transformer networks.
Comput. Biol. Medicine, 2024

UWBA at SemEval-2024 Task 3: Dialogue Representation and Multimodal Fusion for Emotion Cause Analysis.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Heimatkunde: Dataset for Multi-Modal Historical Document Analysis.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

COMICORDA: Dialogue Act Recognition in Comic Books.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Towards Historical Map Analysis Using Deep Learning Techniques.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

FCN-Boosted Historical Map Segmentation with Little Training Data.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Towards Automatic Medical Report Classification in Czech.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Well-calibrated confidence measures for multi-label text classification with a large number of labels.
Pattern Recognit., 2022

Correction to: Building an efficient OCR system for historical documents with little training data.
Neural Comput. Appl., 2022

Weak supervision for Question Type Detection with large language models.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Robust Grid Detection in Historical Map Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Text Line Segmentation in Historical Newspapers.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

Historical Map Toponym Extraction for Efficient Information Retrieval.
Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021
HDPA: historical document processing and analysis framework.
Evol. Syst., 2021

Cross-Lingual Approaches for Task-Specific Dialogue Act Recognition.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021

Dialogue Act Recognition Using Visual Information.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Border Detection for Seamless Connection of Historical Cadastral Maps.
Proceedings of the Document Analysis and Recognition, 2021

ICDAR 2021 Competition on Historical Map Segmentation.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

How to Segment Handwritten Historical Chronicles Using Fully Convolutional Networks?
Proceedings of the Agents and Artificial Intelligence - 13th International Conference, 2021

ChronSeg: Novel Dataset for Segmentation of Handwritten Historical Chronicles.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Building an efficient OCR system for historical documents with little training data.
Neural Comput. Appl., 2020

Cross-lingual Transfer Learning for Dialogue Act Recognition.
CoRR, 2020

Improving Face Recognition Methods based on POEM Features.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Re-Ranking for Writer Identification and Writer Retrieval.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Automatic face recognition with well-calibrated confidence measures.
Mach. Learn., 2019

Multi-Lingual Dialogue Act Recognition with Deep Learning Methods.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Training Strategies for OCR Systems for Historical Documents.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Tools for Semi-automatic Preparation of Training Data for OCR.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Hybrid Training Data for Historical Text OCR.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Enhanced Local Binary Patterns for Automatic Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Novel Texture Descriptor Family for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

A Deep Neural Network Conformal Predictor for Multi-label Text Classification.
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2019

2018
On the effects of using word2vec representations in neural networks for dialogue act recognition.
Comput. Speech Lang., 2018

UWB at SemEval-2018 Task 1: Emotion Intensity Detection in Tweets.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Czech Text Document Corpus v 2.0.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Semantic Space Transformations for Cross-Lingual Document Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Neural Networks for Multi-lingual Multi-label Document Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Word Embeddings for Multi-label Document Classification.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

The Impact of Figurative Language on Sentiment Analysis.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Combination of Neural Networks for Multi-label Document Classification.
Proceedings of the Natural Language Processing and Information Systems, 2017

Ensemble of Neural Networks for Multi-label Document Classification.
Proceedings of the 17th Conference on Information Technologies, 2017

Detecting Stance in Czech News Commentaries.
Proceedings of the 17th Conference on Information Technologies, 2017

Two-Level Neural Network for Multi-label Document Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Evaluation of Local Descriptors for Automatic Image Annotation.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016
Local binary pattern based face recognition with automatically detected fiducial points.
Integr. Comput. Aided Eng., 2016

UWB at SemEval-2016 Task 7: Novel Method for Automatic Sentiment Intensity Determination.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Neural Networks for Sentiment Analysis in Czech.
Proceedings of the 16th ITAT Conference Information Technologies, 2016

LBP features for breast cancer detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Genetic Algorithm for Weight Optimization in Descriptor based Face Recognition Methods.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Deep Neural Networks for Czech Multi-label Document Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
Automatic face recognition system based on the SIFT features.
Comput. Electr. Eng., 2015

Semantic Features for Dialogue Act Recognition.
Proceedings of the Statistical Language and Speech Processing, 2015

Feature to Feature Matching for LBP Based Face Recognition.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Unconstrained Facial Images: Database for Face Recognition Under Real-World Conditions.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

SAPKOS: Experimental Czech Multi-label Document Classification and Analysis System.
Proceedings of the Artificial Intelligence Applications and Innovations, 2015

Confidence Measure for Czech Document Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Two-step supervised confidence measure for automatic face recognition.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Automatically Detected Feature Positions for LBP Based Face Recognition.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Confidence Measure for Experimental Automatic Face Recognition System.
Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014

A Composed Confidence Measure for Automatic Face Recognition in Uncontrolled Environment.
Proceedings of the ICAART 2014, 2014

2013
A combined SIFT/SURF descriptor for automatic face recognition.
Proceedings of the Sixth International Conference on Machine Vision, 2013

Automatic Face Corpus Creation.
Proceedings of the ICAART 2013, 2013

Face Recognition under Real-world Conditions.
Proceedings of the ICAART 2013, 2013

2012
Novel Matching Methods for Automatic Face Recognition Using SIFT.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
Automatic Face Recognition - Methods Improvement and Evaluation.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

Confidence Measure for Automatic Face Recognition.
Proceedings of the KDIR 2011, 2011


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