Sheela Ramanna

Negin Ashrafi

Evan Loster

Karen Debroni

Shelley Turner

Frontiers Artif. Intell., February, 2023

Tolerance-based granular methods: Foundations and applications in natural language processing.

[BibT_eX]

[DOI]

Intell. Decis. Technol., 2023

Domain Adaptation: Challenges, Methods, Datasets, and Applications.

[BibT_eX]

[DOI]

IEEE Access, 2023

Machine Learning Approaches to Improve North American Precipitation Forecasts.

[BibT_eX]

[DOI]

IEEE Access, 2023

Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data.

[BibT_eX]

[DOI]

Adv. Artif. Intell. Mach. Learn., 2023

Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification.

[BibT_eX]

[DOI]

Tejaswi Hegde

Kalyane Satyam Sanjay

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Named Entity Recognition on CORD-19 Bio-Medical Dataset with Tolerance Rough Sets.

[BibT_eX]

[DOI]

Seeratpal Jaura

Trans. Rough Sets, 2022

Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

1-Dimensional Polynomial Neural Networks for audio signal related problems.

[BibT_eX]

[DOI]

Habib Ben Abdallah

Knowl. Based Syst., 2022

Multimodal Co-learning: Challenges, applications with datasets, recent advances and future directions.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

Self-organizing map with granular competitive learning: Application to microarray clustering.

[BibT_eX]

[DOI]

Avatharam Ganivada

Intell. Decis. Technol., 2022

Using machine learning to improve neutron identification in water Cherenkov detectors.

[BibT_eX]

[DOI]

Frontiers Big Data, 2022

Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window.

[BibT_eX]

[DOI]

Habib Ben Abdallah

CoRR, 2022

Cubical Homology-Based Machine Learning: An Application in Image Classification.

[BibT_eX]

[DOI]

Seungho Choe

Axioms, 2022

Short Text Classification with Tolerance-Based Soft Computing Method.

[BibT_eX]

[DOI]

Algorithms, 2022

2021

Detecting overlapping communities using ensemble-based distributed neighbourhood threshold method in social networks.

[BibT_eX]

[DOI]

Rajesh Jaiswal

Intell. Decis. Technol., 2021

Polynomial degree reduction in the L<sup>2</sup>-norm on a symmetric interval for the canonical basis.

[BibT_eX]

[DOI]

Habib Ben Abdallah

CoRR, 2021

Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2021

Tolerance-Based Short Text Sentiment Classifier.

[BibT_eX]

[DOI]

Vrushang Patel

Proceedings of the Rough Sets - International Joint Conference, 2021

Application of Granular Computing-Based Pre-processing in the Labelling of Phonemes.

[BibT_eX]

[DOI]

Negin Ashrafi

Proceedings of the Intelligent Decision Technologies, 2021

Toward Efficient and Robust Deep Learning-based Malware Detection in Fog Computing.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Networks, Computers and Communications, 2021

2020

Harvesting Patterns from Textual Web Sources with Tolerance Rough Sets.

[BibT_eX]

[DOI]

Hoora Rezaei Moghaddam

Patterns, 2020

A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery.

[BibT_eX]

[DOI]

Victor Alhassan

Christopher David Storie

Neural Comput. Appl., 2020

Topological View of Flows Inside the BOLD Spontaneous Activity of the Human Brain.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2020

Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks.

[BibT_eX]

[DOI]

CoRR, 2020

Detecting Overlapping Communities Using Distributed Neighbourhood Threshold in Social Networks.

[BibT_eX]

[DOI]

Rajesh Jaiswal

Proceedings of the Rough Sets - International Joint Conference, 2020

2019

Categorizing relational facts from the web with fuzzy rough sets.

[BibT_eX]

[DOI]

Aditya Bharadwaj

Arshia Sathya Ulaganathan

Knowl. Inf. Syst., 2019

Granular methods in automatic music genre classification: a case study.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2019

2018

Application of Tolerance Near Sets to Audio Signal Classification.

[BibT_eX]

[DOI]

Ashmeet Singh

Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Shape Descriptions and Classes of Shapes. A Proximal Physical Geometry Approach.

[BibT_eX]

[DOI]

James Francis Peters

Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Descriptive Proximities. Properties and Interplay Between Classical Proximities and Overlap.

[BibT_eX]

[DOI]

Math. Comput. Sci., 2018

Tolerance Methods in Graph Clustering: Application to Community Detection in Social Networks.

[BibT_eX]

[DOI]

Vahid Kardan

Proceedings of the Rough Sets - International Joint Conference, 2018

Detecting Overlapping Communities in Social Networks with Voronoi and Tolerance Rough Sets.

[BibT_eX]

[DOI]

Kushagra Trivedi

Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

2017

Fuzzy Rough Set-Based Unstructured Text Categorization.

[BibT_eX]

[DOI]

Aditya Bharadwaj

Proceedings of the Advances in Artificial Intelligence, 2017

2016

Proximal three-way decisions: Theory and applications in social networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Measuring the nearness of layered flow graphs: Application to Content Based Image Retrieval.

[BibT_eX]

[DOI]

Kanwarpreet Kaur

Intell. Decis. Technol., 2016

Maximal Nucleus Clusters in Pawlak Paintings. Nerves as approximating tools in Visual Arts.

[BibT_eX]

[DOI]

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Tolerance-Based Approach to Audio Signal Classification.

[BibT_eX]

[DOI]

Ashmeet Singh

Proceedings of the Advances in Artificial Intelligence, 2016

2015

Learning relational facts from the web: A tolerance rough set approach.

[BibT_eX]

[DOI]

Cenker Sengoz

Pattern Recognit. Lett., 2015

2014

Solar flare detection system based on tolerance near sets in a GPU-CUDA framework.

[BibT_eX]

[DOI]

Maria do Carmo Nicoletti

Knowl. Based Syst., 2014

A Semi-supervised Learning Algorithm for Web Information Extraction with Tolerance Rough Sets.

[BibT_eX]

[DOI]

Cenker Sengoz

Proceedings of the Active Media Technology - 10th International Conference, 2014

2013

Maximal Clique Enumeration in Finding Near Neighbourhoods.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2013

Flow Graphs: Analysis with Near Sets.

[BibT_eX]

[DOI]

Doungrat Chitcharoen

Math. Comput. Sci., 2013

Signature-based Perceptual Nearness: Application of Near Sets to Image Retrieval.

[BibT_eX]

[DOI]

Math. Comput. Sci., 2013

Treasure Trove at Banacha. Set Patterns in Descriptive Proximity Spaces.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Preface.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Quantifying Nearness in Visual Spaces.

[BibT_eX]

[DOI]

Daniel Levy

Cybern. Syst., 2013

GPU Implementation of MCE Approach to Finding Near Neighbourhoods.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Reasoning with Near Set-Based Digital Image Flow Graphs.

[BibT_eX]

[DOI]

Doungrat Chitcharoen

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2013

2012

Determining trust in media-rich websites using semantic similarity.

[BibT_eX]

[DOI]

Abdulmotaleb El-Saddik

Multim. Tools Appl., 2012

Image retrieval based on high level concept detection and semantic labelling.

[BibT_eX]

[DOI]

Buddhika Madduma

Intell. Decis. Technol., 2012

Associated Near Sets of Merotopies.

[BibT_eX]

[DOI]

Proceedings of the Advances on Computational Intelligence, 2012

2011

Perceptual Tolerance Intersection.

[BibT_eX]

[DOI]

Piotr Wasilewski

Trans. Rough Sets, 2011

Store-and-Feedforward Adaptive Gaming System for Hand-Finger Motion Tracking in Telerehabilitation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2011

Nature-inspired framework for measuring visual image resemblance: A near rough set approach.

[BibT_eX]

[DOI]

Amir H. Meghdadi

Theor. Comput. Sci., 2011

Analysing Effect of Database Grouping on Multi-Database Mining.

[BibT_eX]

[DOI]

Animesh Adhikari

Lakhmi C. Jain

IEEE Intell. Informatics Bull., 2011

Parallel Computation in Finding Near Neighbourhoods.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Content-Based Image Authentication Framework with Semi-fragile Hybrid Watermark Scheme.

[BibT_eX]

[DOI]

Buddhika Madduma

Proceedings of the Man-Machine Interactions 2, 2011

2010

Wireless Adaptive Therapeutic TeleGaming in a Pervasive Computing Environment.

[BibT_eX]

[DOI]

Proceedings of the Pervasive Computing, 2010

Perceptually Near Pawlak Partitions.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2010

2009

Affinities between Perceptual Granules: Foundations and Perspectives.

[BibT_eX]

[DOI]

Proceedings of the Human-Centric Information Processing Through Granular Modelling, 2009

Measuring Resemblances Between Swarm Behaviours: A Perceptual Tolerance Near Set Approach.

[BibT_eX]

[DOI]

Amir H. Meghdadi

Fundam. Informaticae, 2009

Tolerance Classes in Measuring Image Resemblance.

[BibT_eX]

[DOI]

Amir H. Meghdadi

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

Capacity-Based Definite Rough Integral and Its Application.

[BibT_eX]

[DOI]

Puntip Pattaraintakorn

Proceedings of the Man-Machine Interactions, 2009

2007

Approaches to Conflict Dynamics Based on Rough Sets.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2007

Approximation Space-Based Socio-Technical Conflict Model.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

A Rough-Hybrid Approach to Software Defect Classification.

[BibT_eX]

[DOI]

Rajen Bhatt

Piotr Biernot

Proceedings of the Rough Sets, 2007

Software Defect Classification: A Comparative Study with Rough Hybrid Approaches.

[BibT_eX]

[DOI]

Rajen Bhatt

Piotr Biernot

Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Requiremnents Interaction an Conflicts A Rough Set Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Biologically-Inspired Adaptive Learning: A Near Set Approach.

[BibT_eX]

[DOI]

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Feature Selection: Near Set Approach.

[BibT_eX]

[DOI]

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

2006

P300 Wave Detection Based on Rough Sets.

[BibT_eX]

[DOI]

Reza Fazel-Rezai

Trans. Rough Sets, 2006

Conflict Analysis and Information Systems: A Rough Set Approach.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Generalized Conflict and Resolution Model with Approximation Spaces.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005

Brain Signals: Feature Extraction and Classification Using Rough Set Methods.

[BibT_eX]

[DOI]

Reza Fazel-Rezai

Proceedings of the Rough Sets, 2005

Rough Ethograms: Study of Intelligent System Behavior.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Reinforcement Learning in Swarms that Learn.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Reinforcement Learning with Pattern-based Rewards.

[BibT_eX]

Proceedings of the IASTED International Conference on Computational Intelligence, 2005

Monte Carlo Off-Policy Reinforcement Learning: A Rough Set Approach.

[BibT_eX]

[DOI]

Daniel Lockery

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

Rough Neurons: Petri Net Models and Applications.

[BibT_eX]

Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Approximation Space for Software Models.

[BibT_eX]

[DOI]

Trans. Rough Sets, 2004

Classification of Swallowing Sound Signals: A Rough Set Approach.

[BibT_eX]

[DOI]

Lisa Lazareck

Proceedings of the Rough Sets and Current Trends in Computing, 2004

Measuring Acceptance of Intelligent System Models.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

Towards a Software Change Classification System: A Rough Set Approach.

[BibT_eX]

[DOI]

Softw. Qual. J., 2003

Classification of meteorological volumetric radar data using rough set methods.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach.

[BibT_eX]

[DOI]

Marcin S. Szczuka

Proceedings of the Rough Sets, 2003

Adaptive Granular Control of an HVDC System: A Rough Set Approach.

[BibT_eX]

[DOI]

H. Feng

Proceedings of the Rough Sets, 2003

Rough Sets and Information Granulation.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

2002

Towards an Ontology of Approximate Reason.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2002

Rough Neural Network for Software Change Prediction.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2002

Software Quality Knowledge Discovery: A Rough Set Approach.

[BibT_eX]

[DOI]

Tae-Chon Ahn

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001

Calibration of software quality: Fuzzy neural and rough neural computing approaches.

[BibT_eX]

[DOI]

Neurocomputing, 2001

Sensor, Filter, and Fusion Models with Rough Petri Nets.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2001

Rough Neural Computing in Signal Analysis.

[BibT_eX]

[DOI]

Liting Han

Comput. Intell., 2001

Wireless Agent Guidance of Remote Mobile Robots: Rough Integral Approach to Sensor Signal Analysis.

[BibT_eX]

[DOI]

Proceedings of the Web Intelligence: Research and Development, 2001

Rough Measures and Integrals: A Brief Introduction.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Artificial Intelligence, 2001

2000

Towards Rough Neural Computing Based on Rough Membership Functions: Theory and Application.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2000

Design of Rough Neurons: Rough Set Foundation and Petri Net Model.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

1999

Approximate real-time decision making: Concepts and rough fuzzy Petri net models.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 1999

Classifying Faults in High Voltage Power Systems: A Rough-Fuzzy Neural Computational Approach.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Rough Sets, 1999

Approximate Time Rough Software Cost Decision System: multicriteria Decision-Making Approach.

[BibT_eX]

[DOI]

Liting Han

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998

Adaptive fuzzy rough approximate time controller design methodology: concepts, Petri net model and application.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Evolution of competing situated robots: concepts and experiments with a Java applet.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Non-Cartesian robotics and evolution of atomic competences: concepts, classification and population fitness.

[BibT_eX]

[DOI]

T. Gomi

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Approximate Time Rough Control: Concepts and Application to Satellite Attitude Control.

[BibT_eX]

[DOI]

K. Ziaei

Proceedings of the Rough Sets and Current Trends in Computing, 1998

1994

Logical Design of Neural controllers.

[BibT_eX]

[DOI]

Proceedings of the Postprint Volume from the IFAC Symposium on Artificial Intelligence in Real-Time Control, 1994

1990

Design of Knowiedge-Based Integrity Systems with ISL++.

[BibT_eX]

Elizabeth A. Unger

Proceedings of the SEKE'90, 1990

Designing a dynamic integrity constraint checker with nonmonotonic logic.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Annual International Computer Software and Applications Conference, 1990

Logic of Knowledge and Belief in the Design of an Integrity Kernel for an Office Information System (Abstract).

[BibT_eX]

[DOI]