Rafal Scherer

According to our database1, Rafal Scherer authored at least 80 papers between 2002 and 2020.

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

Timeline

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Bibliography

2020
Computer Vision Methods for Fast Image Classification and Retrieval
Studies in Computational Intelligence 821, Springer, ISBN: 978-3-030-12194-5, 2020

2019
HEMIGEN: Human Embryo Image Generator Based on Generative Adversarial Networks.
Sensors, 2019

Fully Convolutional Network for Removing DCT Artefacts From Images.
CoRR, 2019

Inertia-based Fast Vectorization of Line Drawings.
Comput. Graph. Forum, 2019

Multilayer Architecture for Content-Based Image Retrieval Systems.
Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications, 2019

Software Framework for Fast Image Retrieval.
Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

Convolutional Recurrent Neural Networks for Computer Network Analysis.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018
Fast Two-Level Image Indexing Based on Local Interest Points.
Proceedings of the 23rd International Conference on Methods & Models in Automation & Robotics, 2018

Random Forests for Profiling Computer Network Users.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Architecture of Database Index for Content-Based Image Retrieval Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Classification of Computer Network Users with Convolutional Neural Networks.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017
Novel method for joining missing line fragments for medical image analysis.
Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Distributed image retrieval with color and keypoint features.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Convolutional Neural Networks for Time Series Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

LSTM Recurrent Neural Networks for Short Text and Sentiment Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Fast image classification by boosting fuzzy classifiers.
Inf. Sci., 2016

Novel rough neural network for classification with missing data.
Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

Query-by-Example Image Retrieval in Microsoft SQL Server.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Novel Image Descriptor Based on Color Spatial Distribution.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Color-Based Large-Scale Image Retrieval with Limited Hardware Resources.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Content-based image retrieval optimization by differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Fast Computing Framework for Convolutional Neural Networks.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Fast Dictionary Matching for Content-Based Image Retrieval.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Supervised Transform Learning for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Secure Representation of Images Using Multi-layer Compression.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Bag-of-features image indexing and classification in microsoft SQL server relational database.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Content-based image retrieval by dictionary of local feature descriptors.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Novel Algorithm for Translation from Image Content to Semantic Form.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Spatial Keypoint Representation for Visual Object Retrieval.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

From Single Image to List of Objects Based on Edge and Blob Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Content-Based Image Indexing by Data Clustering and Inverse Document Frequency.
Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013
Comparing Images Based on Histograms of Local Interest Points.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Fast Image Search by Trees of Keypoint Descriptors.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

A Novel Graph-Based Descriptor for Object Matching.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Object Detection by Simple Fuzzy Classifiers Generated by Boosting.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
Multiple Fuzzy Classification Systems
Studies in Fuzziness and Soft Computing 288, Springer, ISBN: 978-3-642-30603-7, 2012

Forecasting Wear of Head and Acetabulum in Hip Joint Implant.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Novel Method for Parasite Detection in Microscopic Samples.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
An ensemble of logical-type neuro-fuzzy systems.
Expert Syst. Appl., 2011

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Rule base normalization in Takagi-Sugeno ensemble.
Proceedings of the 2011 IEEE Workshop On Hybrid Intelligent Models And Applications, 2011

2010
Designing Boosting Ensemble of Relational Fuzzy Systems.
Int. J. Neural Syst., 2010

Neuro-fuzzy Systems with Relation Matrix.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Negative Correlation Learning of Neuro-fuzzy System Ensembles.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

MICOG defuzzification rough-neuro-fuzzy system ensemble.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Neuro-fuzzy Systems.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Relational Type-2 Interval Fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

Neuro-fuzzy Rough Classifier Ensemble.
Proceedings of the Artificial Neural Networks, 2009

2008
On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.
Proceedings of the Computer Recognition Systems 2, 2008

Regression Modeling with Fuzzy Relations.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Financial Prediction with Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Ensemble of rough-neuro-fuzzy systems for classification with missing features.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Modular Type-2 Neuro-fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Modular Rough Neuro-fuzzy Systems for Classification.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
On Combining Backpropagation with Boosting.
Proceedings of the International Joint Conference on Neural Networks, 2006

Boosting Ensemble of Relational Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Combining Logical-Type Neuro-fuzzy Systems.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Merging Ensemble of Neuro-Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Connectionist Fuzzy Relational Systems.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

2004
Neuro-Fuzzy Relational Classifiers.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Genetic Algorithm for Database Indexing.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fuzzy Number-Based Hierarchical Fuzzy System.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
New Methods for Uncertainty Representations in Neuro-Fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002
Neuro-Fuzzy Relational Systems.
Proceedings of the FSDK'02, 2002


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