Rafal A. Angryk

According to our database1, Rafal A. Angryk authored at least 107 papers between 2001 and 2018.

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

Timeline

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Bibliography

2018
Beyond accuracy - A SMART approach to site-based spatio-temporal data quality assessment.
Intell. Data Anal., 2018

Scalable kNN Search Approximation for Time Series Data.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Time Series Distance Density Cluster with Statistical Preprocessing.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

Tensor Decomposition for Neurodevelopmental Disorder Prediction.
Proceedings of the Brain Informatics - International Conference, 2018

Biomarker Detection from fMRI-Based Complete Functional Connectivity Networks.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

Neuro-Ensemble.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

Multivariate Time Series Nearest Neighbor Search: A Case Study on Solar Flare Prediction.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017
Measuring the Significance of Spatiotemporal Co-Occurrences.
ACM Trans. Spatial Algorithms and Systems, 2017

An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Cultivating Evolving Region Trajectory Datasets.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Distance and Density Clustering for Time Series Data.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Top-(R%, K) Spatiotemporal Event Sequence Mining.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

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

Solar Event Classification Using Deep Convolutional Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Neural Video Compression Based on PVQ Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Region-Based Retrieval System for Heliophysics Imagery.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Evaluating Preprocessing Strategies for Time Series Prediction using Deep Learning Architectures.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Solar flare prediction using multivariate time series decision trees.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Multi-wavelength solar event detection using faster R-CNN.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

A time series classification-based approach for solar flare prediction.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

On the prediction of >100 MeV solar energetic particle events using GOES satellite data.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Parallel computation of magnetic field parameters from HMI active region patches.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

Improving the functionality of tamura directionality on solar images.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations.
ACM Trans. Spatial Algorithms and Systems, 2016

SPARQL queries on RDF with fuzzy constraints and preferences.
Journal of Intelligent and Fuzzy Systems, 2016

Enabling high-dimensional range queries using kNN indexing techniques: approaches and empirical results.
J. Comb. Optim., 2016

Mining spatiotemporal co-occurrence patterns in non-relational databases.
GeoInformatica, 2016

Spatiotemporal event sequence mining from evolving regions.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Pattern Growth-Based Approach for Mining Spatiotemporal Co-occurrence Patterns.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

A Graph-Based Approach to Spatiotemporal Event Sequence Mining.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Rough Restricted Boltzmann Machine - New Architecture for Incomplete Input Data.
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

Neural Video Compression Based on RBM Scene Change Detection Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Towards Feature Selection for Appearance Models in Solar Event Tracking.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

A SMART approach to quality assessment of site-based spatio-temporal data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

SOLEV: a video generation framework for solar events from mixed data sources (demo paper).
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Discovering spatiotemporal event sequences.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2016

On the theory and practice of high-dimensional data indexing with iDistance.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

A data-driven analysis of interplanetary coronal mass ejecta and magnetic flux ropes.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Describing solar images with sparse coding for similarity search.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Spatio-temporal interpolation methods for solar events metadata.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Indexing spatiotemporal relations in solar event datasets.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

The SMART approach to comprehensive quality assessment of site-based spatial-temporal data.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Pg-Trajectory: A PostgreSQL/PostGIS Based Data Model for Spatiotemporal Trajectories.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

Predictive Spatio-Temporal Query Processor on Resilient Distributed Datasets.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Unsupervised Learning Techniques for Detection of Regions of Interest in Solar Images.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Spatiotemporal Frequent Pattern Mining on Solar Data: Current Algorithms and Future Directions.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Time-efficient significance measure for discovering spatiotemporal co-occurrences from data with unbalanced characteristics.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
Image retrieval on compressed images: Can we tell the difference?
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Large-Scale Region-Based Multimedia Retrieval for Solar Images.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Quality control from the perspective of a near-real-time, spatial-temporal data aggregator and (re)distributor.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Mitigating the Curse of Dimensionality for Exact kNN Retrieval.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

ERMO-DG: Evolving Region Moving Object Dataset Generator.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Approximating High-Dimensional Range Queries with kNN Indexing Techniques.
Proceedings of the Computing and Combinatorics - 20th International Conference, 2014

Massive labeled solar image data benchmarks for automated feature recognition.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Iterative refinement of multiple targets tracking of solar events.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Scalable solar image Retrieval with Lucene.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Spatiotemporal indexing techniques for efficiently mining spatiotemporal co-occurrence patterns.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Storing Long-Lived Concurrent Schema and Data Versions in Relational Databases.
Proceedings of the New Trends in Database and Information Systems II, 2014

2013
Abstracting for Dimensionality Reduction in Text Classification.
Int. J. Intell. Syst., 2013

Comparison of two kinds of fuzzy arithmetic, LR and OFN, applied to fuzzy observation of the cofferdam water level.
Computer Science (AGH), 2013

A large-scale solar image dataset with labeled event regions.
Proceedings of the IEEE International Conference on Image Processing, 2013

On Using SIFT Descriptors for Image Parameter Evaluation.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Region-Based Querying of Solar Data Using Descriptor Signatures.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A filter-and-refine approach to mine spatiotemporal co-occurrences.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Mining robust neighborhoods for quality control of sensor data.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on GeoStreaming, 2013

Cluster Analysis for Optimal Indexing.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

A Comprehensive Study of iDistance Partitioning Strategies for kNN Queries and High-Dimensional Data Indexing.
Proceedings of the Big Data - 29th British National Conference on Databases, 2013

Extending High-Dimensional Indexing Techniques Pyramid and iMinMax(θ): Lessons Learned.
Proceedings of the Big Data - 29th British National Conference on Databases, 2013

Improving the Performance of High-Dimensional kNN Retrieval through Localized Dataspace Segmentation and Hybrid Indexing.
Proceedings of the Advances in Databases and Information Systems, 2013

Spatiotemporal Co-occurrence Rules.
Proceedings of the New Trends in Databases and Information Systems, 2013

When Too Similar Is Bad: A Practical Example of the Solar Dynamics Observatory Content-Based Image-Retrieval System.
Proceedings of the New Trends in Databases and Information Systems, 2013

Big Data New Frontiers: Mining, Search and Management of Massive Repositories of Solar Image Data and Solar Events.
Proceedings of the New Trends in Databases and Information Systems, 2013

2012
Spatio-temporal Co-occurrence Pattern Mining in Data Sets with Evolving Regions.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Evolving Kernel Functions with Particle Swarms and Genetic Programming.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Automated Weather Sensor Quality Control.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Quantitative Comparison of Linear and Non-linear Dimensionality Reduction Techniques for Solar Image Archives.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

2011
Semantically-Guided Clustering of Text Documents via Frequent Subgraphs Discovery.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

On the surprisingly accurate transfer of image parameters between medical and solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Minimal data sets vs. synchronized data copies in a schema and data versioning system.
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management, 2011

2010
Heuristic algorithm for interpretation of multi-valued attributes in similarity-based fuzzy relational databases.
Int. J. Approx. Reasoning, 2010

Using Taxonomies to Perform Aggregated Querying over Imprecise Data.
Proceedings of the ICDMW 2010, 2010

An Experimental Evaluation of Popular Image Parameters for Monochromatic Solar Image Categorization.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Selection of Image Parameters as the First Step towards Creating a CBIR System for the Solar Dynamics Observatory.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Usage of Dissimilarity Measures and Multidimensional Scaling for Large Scale Solar Data Analysis.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010

2009
On the effectiveness of fuzzy clustering as a data discretization technique for large-scale classification of solar images.
Proceedings of the FUZZ-IEEE 2009, 2009

An Abstraction-Based Data Model for Information Retrieval.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
Generating Concept Hierarchies from User Queries.
Proceedings of the Data Mining: Foundations and Practice, 2008

An example based image retrieval system for the TRACE repository.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Frequent pattern-growth approach for document organization.
Proceedings of the 2nd International Workshop on Ontologies and Information Systems for the Semantic Web, 2008

2007
Attribute-oriented fuzzy generalization in proximity- and similarity-based relational database systems.
Int. J. Intell. Syst., 2007

Measuring semantic similarity using wordnet-based context vectors.
Proceedings of the IEEE International Conference on Systems, 2007

Sense based organization of descriptive data.
Proceedings of the IEEE International Conference on Systems, 2007

Algorithm for Interpretation of Multi-valued Taxonomic Attributes in Similarity-Based Fuzzy Databases.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

GDClust: A Graph-Based Document Clustering Technique.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Distributed Document Clustering Using Word-clusters.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
Knowledge Discovery in Fuzzy Databases Using Attribute-Oriented Induction.
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

On Interpretation of Non-atomic Values and Induction of Decision Rules in Fuzzy Relational Databases.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Similarity-driven Defuzzification of Fuzzy Tuples for Entropy-based Data Classification Purposes.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Automated Generalization of Fuzzy Concept Hierarchies for Attribute-Oriented Induction Purposes.
Proceedings of the IASTED International Conference on Databases and Applications, 2006

Distributed hierarchical document clustering.
Proceedings of the IASTED International Conference on Advances in Computer Science and Technology, 2006

2005
Mining Multi-Level Associations with Fuzzy Hierarchies.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Information filtering via fuzzy hierarchical induction.
Proceedings of the IEEE International Conference on Systems, 2004

Fuzzy Induction in Dynamic User Profiling for Information Filtering.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2002
Travel Support System - an Agent-Biased Framework.
Proceedings of the International Conference on Internet Computing, 2002

2001
MICO, An Open Source CORBA Implementation.
Scalable Computing: Practice and Experience, 2001


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