Sheela Ramanna

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 45

Top Venues

CoRR

Intell. Decis. Technol.

Knowl. Based Syst.

Algorithms

Publications

Jaher Hassan Chowdhury, Qian Liu, Sheela Ramanna
Simple Histogram Equalization Technique Improves Performance of VGG Models on Facial Emotion Recognition Datasets. Algorithms 17 (6) (2024)
Pooja Bidwai, Shilpa Gite, Natasha Pahuja, Kishore Pahuja, Ketan Kotecha, Neha Jain, Sheela Ramanna
Multimodal image fusion for the detection of diabetic retinopathy using optimized explainable AI-based Light GBM classifier. Inf. Fusion 111 (2024)
Siddharth Kelkar, Srinivasa Ravi, Sheela Ramanna, Anand Kumar Madasamy
Multimodal Propaganda Detection in Memes with Tolerance-Based Soft Computing Method. IJCRS (1) (2024)
Anil Rahate, Shruti Mandaokar, Pulkit Chandel, Rahee Walambe, Sheela Ramanna, Ketan Kotecha
Employing multimodal co-learning to evaluate the robustness of sensor fusion for industry 5.0 tasks. Soft Comput. 27 (7) (2023)
Sheela Ramanna, Danila Morozovskii, Sam Swanson, Jennifer Bruneau
Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data. Adv. Artif. Intell. Mach. Learn. 3 (1) (2023)
Tejaswi Hegde, Kalyane Satyam Sanjay, Swetha Mary Thomas, Ranjana Kambhammettu, M. Anand Kumar, Sheela Ramanna
Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification. KES (2023)
Sheela Ramanna
Tolerance-based granular methods: Foundations and applications in natural language processing. Intell. Decis. Technol. 17 (1) (2023)
Danila Morozovskii, Sheela Ramanna
Rare words in text summarization. Nat. Lang. Process. J. 3 (2023)
Sheela Ramanna, Negin Ashrafi, Evan Loster, Karen Debroni, Shelley Turner
Rough-set based learning: Assessing patterns and predictability of anxiety, depression, and sleep scores associated with the use of cannabinoid-based medicine during COVID-19. Frontiers Artif. Intell. 6 (2023)
Cenker Sengoz, Sheela Ramanna, Scott Kehler, Rushil Goomer, Paul Pries
Machine Learning Approaches to Improve North American Precipitation Forecasts. IEEE Access 11 (2023)
Peeyush Singhal, Rahee Walambe, Sheela Ramanna, Ketan Kotecha
Domain Adaptation: Challenges, Methods, Datasets, and Applications. IEEE Access 11 (2023)
Avatharam Ganivada, Sheela Ramanna
Self-organizing map with granular competitive learning: Application to microarray clustering. Intell. Decis. Technol. 16 (3) (2022)
Sheela Ramanna, Danila Morozovskii, Sam Swanson, Jennifer Bruneau
Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data. CoRR (2022)
Anil Rahate, Rahee Walambe, Sheela Ramanna, Ketan Kotecha
Multimodal Co-learning: Challenges, applications with datasets, recent advances and future directions. Inf. Fusion 81 (2022)
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography. Multim. Tools Appl. 81 (26) (2022)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window. CoRR (2022)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
1-Dimensional Polynomial Neural Networks for audio signal related problems. Knowl. Based Syst. 240 (2022)
Seeratpal Jaura, Sheela Ramanna
Named Entity Recognition on CORD-19 Bio-Medical Dataset with Tolerance Rough Sets. Trans. Rough Sets 23 (2022)
Seungho Choe, Sheela Ramanna
Cubical Homology-Based Machine Learning: An Application in Image Classification. Axioms 11 (3) (2022)
Blair Jamieson, Matt Stubbs, Sheela Ramanna, John Walker, Nick Prouse, Ryosuke Akutsu, Patrick de Perio, Wojciech Fedorko
Using machine learning to improve neutron identification in water Cherenkov detectors. Frontiers Big Data 5 (2022)
Vrushang Patel, Sheela Ramanna, Ketan Kotecha, Rahee Walambe
Short Text Classification with Tolerance-Based Soft Computing Method. Algorithms 15 (8) (2022)
Danila Morozovskii, Krunal Thummar, Talal Halabi, Sheela Ramanna
Toward Efficient and Robust Deep Learning-based Malware Detection in Fog Computing. ISNCC (2021)
Vrushang Patel, Sheela Ramanna
Tolerance-Based Short Text Sentiment Classifier. IJCRS (2021)
Oumaima Hamila, Sheela Ramanna, Christopher J. Henry, Serkan Kiranyaz, Ridha Hamila, Rashid Mazhar, Tahir Hamid
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography. CoRR (2021)
Anil Rahate, Rahee Walambe, Sheela Ramanna, Ketan Kotecha
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions. CoRR (2021)
Negin Ashrafi, Sheela Ramanna
Application of Granular Computing-Based Pre-processing in the Labelling of Phonemes. KES-IDT (2021)
Rajesh Jaiswal, Sheela Ramanna
Detecting overlapping communities using ensemble-based distributed neighbourhood threshold method in social networks. Intell. Decis. Technol. 15 (2) (2021)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
-norm on a symmetric interval for the canonical basis. CoRR (2021)
Sheela Ramanna, Cenker Sengoz, Scott Kehler, Dat Pham
Near Real-time Map Building with Multi-class Image Set Labeling and Classification of Road Conditions Using Convolutional Neural Networks. Appl. Artif. Intell. 35 (11) (2021)
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
1-Dimensional polynomial neural networks for audio signal related problems. CoRR (2020)
Sheela Ramanna, Cenker Sengoz, Scott Kehler, Dat Pham
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks. CoRR (2020)
Arjuna P. H. Don, James F. Peters, Sheela Ramanna, Arturo Tozzi
Topological View of Flows Inside the BOLD Spontaneous Activity of the Human Brain. Frontiers Comput. Neurosci. 14 (2020)
Hoora Rezaei Moghaddam, Sheela Ramanna
Harvesting Patterns from Textual Web Sources with Tolerance Rough Sets. Patterns 1 (4) (2020)
Rajesh Jaiswal, Sheela Ramanna
Detecting Overlapping Communities Using Distributed Neighbourhood Threshold in Social Networks. IJCRS (2020)
Victor Alhassan, Christopher J. Henry, Sheela Ramanna, Christopher David Storie
A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery. Neural Comput. Appl. 32 (12) (2020)
Arshia Sathya Ulaganathan, Sheela Ramanna
Granular methods in automatic music genre classification: a case study. J. Intell. Inf. Syst. 52 (1) (2019)
Aditya Bharadwaj, Sheela Ramanna
Categorizing relational facts from the web with fuzzy rough sets. Knowl. Inf. Syst. 61 (3) (2019)
Kushagra Trivedi, Sheela Ramanna
Detecting Overlapping Communities in Social Networks with Voronoi and Tolerance Rough Sets. IEA/AIE (2018)
Vahid Kardan, Sheela Ramanna
Tolerance Methods in Graph Clustering: Application to Community Detection in Social Networks. IJCSR (2018)
Anna Di Concilio, C. Guadagni, James F. Peters, Sheela Ramanna
Descriptive Proximities. Properties and Interplay Between Classical Proximities and Overlap. Math. Comput. Sci. 12 (1) (2018)
Aditya Bharadwaj, Sheela Ramanna
Fuzzy Rough Set-Based Unstructured Text Categorization. Canadian Conference on AI (2017)
James F. Peters, Sheela Ramanna
Proximal three-way decisions: Theory and applications in social networks. Knowl. Based Syst. 91 (2016)
James F. Peters, Sheela Ramanna
Maximal Nucleus Clusters in Pawlak Paintings. Nerves as approximating tools in Visual Arts. FedCSIS (2016)
Kanwarpreet Kaur, Sheela Ramanna, Christopher J. Henry
Measuring the nearness of layered flow graphs: Application to Content Based Image Retrieval. Intell. Decis. Technol. 10 (2) (2016)
Sheela Ramanna, Ashmeet Singh
Tolerance-Based Approach to Audio Signal Classification. Canadian Conference on AI (2016)
Cenker Sengoz, Sheela Ramanna
Learning relational facts from the web: A tolerance rough set approach. Pattern Recognit. Lett. 67 (2015)
Cenker Sengoz, Sheela Ramanna
A Semi-supervised Learning Algorithm for Web Information Extraction with Tolerance Rough Sets. AMT (2014)
Gustavo Poli, E. Llapa, J. R. Cecatto, José Hiroki Saito, James F. Peters, Sheela Ramanna, Maria do Carmo Nicoletti
Solar flare detection system based on tolerance near sets in a GPU-CUDA framework. Knowl. Based Syst. 70 (2014)
Tariq Alusaifeer, Sheela Ramanna, Christopher J. Henry, James F. Peters
GPU Implementation of MCE Approach to Finding Near Neighbourhoods. RSKT (2013)
Sheela Ramanna, Doungrat Chitcharoen
Flow Graphs: Analysis with Near Sets. Math. Comput. Sci. 7 (1) (2013)
James F. Peters, Sheela Ramanna
Treasure Trove at Banacha. Set Patterns in Descriptive Proximity Spaces. Fundam. Informaticae 127 (1-4) (2013)
Christopher J. Henry, Sheela Ramanna
Signature-based Perceptual Nearness: Application of Near Sets to Image Retrieval. Math. Comput. Sci. 7 (1) (2013)
Christopher J. Henry, Sheela Ramanna, Daniel Levy
Quantifying Nearness in Visual Spaces. Cybern. Syst. 44 (1) (2013)
Zhihua Cui, Sheela Ramanna, James F. Peters, Sankar K. Pal
Preface. Fundam. Informaticae 124 (1-2) (2013)
James F. Peters, Doungrat Chitcharoen, Sheela Ramanna
Reasoning with Near Set-Based Digital Image Flow Graphs. MIWAI (2013)
Christopher J. Henry, Sheela Ramanna
Maximal Clique Enumeration in Finding Near Neighbourhoods. Trans. Rough Sets 16 (2013)
Buddhika Madduma, Sheela Ramanna
Image retrieval based on high level concept detection and semantic labelling. Intell. Decis. Technol. 6 (3) (2012)
James F. Peters, Sheela Ramanna
Associated Near Sets of Merotopies. IPMU (1) (2012)
Pradeep K. Atrey, Hicham Ibrahim, M. Anwar Hossain, Sheela Ramanna, Abdulmotaleb El-Saddik
Determining trust in media-rich websites using semantic similarity. Multim. Tools Appl. 60 (1) (2012)
Buddhika Madduma, Sheela Ramanna
Content-Based Image Authentication Framework with Semi-fragile Hybrid Watermark Scheme. ICMMI (2011)
Daniel Lockery, James F. Peters, Sheela Ramanna, Barbara L. Shay, Tony Szturm
Store-and-Feedforward Adaptive Gaming System for Hand-Finger Motion Tracking in Telerehabilitation. IEEE Trans. Inf. Technol. Biomed. 15 (3) (2011)
Piotr Wasilewski, James F. Peters, Sheela Ramanna
Perceptual Tolerance Intersection. Trans. Rough Sets 13 (2011)
Sheela Ramanna, Amir H. Meghdadi, James F. Peters
Nature-inspired framework for measuring visual image resemblance: A near rough set approach. Theor. Comput. Sci. 412 (42) (2011)
Christopher J. Henry, Sheela Ramanna
Parallel Computation in Finding Near Neighbourhoods. RSKT (2011)
Animesh Adhikari, Lakhmi C. Jain, Sheela Ramanna
Analysing Effect of Database Grouping on Multi-Database Mining. IEEE Intell. Informatics Bull. 12 (1) (2011)
Sheela Ramanna
Perceptually Near Pawlak Partitions. Trans. Rough Sets 12 (2010)
Piotr Wasilewski, James F. Peters, Sheela Ramanna
Perceptual Tolerance Intersection. RSCTC (2010)
Amir H. Meghdadi, James F. Peters, Sheela Ramanna
Tolerance Classes in Measuring Image Resemblance. KES (2) (2009)
Sheela Ramanna, Amir H. Meghdadi
Measuring Resemblances Between Swarm Behaviours: A Perceptual Tolerance Near Set Approach. Fundam. Informaticae 95 (4) (2009)
Puntip Pattaraintakorn, James F. Peters, Sheela Ramanna
Capacity-Based Definite Rough Integral and Its Application. ICMMI (2009)
James F. Peters, Sheela Ramanna
Feature Selection: Near Set Approach. MCD (2007)
Sheela Ramanna, Rajen Bhatt, Piotr Biernot
A Rough-Hybrid Approach to Software Defect Classification. RSFDGrC (2007)
Sheela Ramanna, James F. Peters, Andrzej Skowron
Approaches to Conflict Dynamics Based on Rough Sets. Fundam. Informaticae 75 (1-4) (2007)
Sheela Ramanna, Rajen Bhatt, Piotr Biernot
Software Defect Classification: A Comparative Study with Rough Hybrid Approaches. RSEISP (2007)
James F. Peters, Shabnam Shahfar, Sheela Ramanna, Tony Szturm
Biologically-Inspired Adaptive Learning: A Near Set Approach. FBIT (2007)
Sheela Ramanna, Andrzej Skowron, James F. Peters
Approximation Space-Based Socio-Technical Conflict Model. RSKT (2007)
Sheela Ramanna, Andrzej Skowron
Requiremnents Interaction an Conflicts A Rough Set Approach. FOCI (2007)
Sheela Ramanna, Reza Fazel-Rezai
P300 Wave Detection Based on Rough Sets. Trans. Rough Sets 5 (2006)
Andrzej Skowron, Sheela Ramanna, James F. Peters
Conflict Analysis and Information Systems: A Rough Set Approach. RSKT (2006)
Sheela Ramanna, James F. Peters, Andrzej Skowron
Generalized Conflict and Resolution Model with Approximation Spaces. RSCTC (2006)
James F. Peters, Daniel Lockery, Sheela Ramanna
Monte Carlo Off-Policy Reinforcement Learning: A Rough Set Approach. HIS (2005)
Reza Fazel-Rezai, Sheela Ramanna
Brain Signals: Feature Extraction and Classification Using Rough Set Methods. RSFDGrC (2) (2005)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Reinforcement Learning in Swarms that Learn. IAT (2005)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Rough Ethograms: Study of Intelligent System Behavior. Intelligent Information Systems (2005)
James F. Peters, Christopher J. Henry, Sheela Ramanna
Reinforcement Learning with Pattern-based Rewards. Computational Intelligence (2005)
Lisa Lazareck, Sheela Ramanna
Classification of Swallowing Sound Signals: A Rough Set Approach. Rough Sets and Current Trends in Computing (2004)
James F. Peters, Sheela Ramanna
Approximation Space for Software Models. Trans. Rough Sets 1 (2004)
James F. Peters, Sheela Ramanna
Measuring Acceptance of Intelligent System Models. KES (2004)
James F. Peters, Sheela Ramanna
Towards a Software Change Classification System: A Rough Set Approach. Softw. Qual. J. 11 (2) (2003)
James F. Peters, Andrzej Skowron, Piotr Synak, Sheela Ramanna
Rough Sets and Information Granulation. IFSA (2003)
James F. Peters, Zbigniew Suraj, S. Shan, Sheela Ramanna, Witold Pedrycz, Nicolino J. Pizzi
Classification of meteorological volumetric radar data using rough set methods. Pattern Recognit. Lett. 24 (6) (2003)
James F. Peters, Sheela Ramanna, Marcin S. Szczuka
Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach. RSFDGrC (2003)
James F. Peters, H. Feng, Sheela Ramanna
Adaptive Granular Control of an HVDC System: A Rough Set Approach. RSFDGrC (2003)
Sheela Ramanna
Rough Neural Network for Software Change Prediction. Rough Sets and Current Trends in Computing (2002)
James F. Peters, Andrzej Skowron, Jaroslaw Stepaniuk, Sheela Ramanna
Towards an Ontology of Approximate Reason. Fundam. Informaticae 51 (1-2) (2002)
Sheela Ramanna, James F. Peters, Tae-Chon Ahn
Software Quality Knowledge Discovery: A Rough Set Approach. COMPSAC (2002)
Witold Pedrycz, Liting Han, James F. Peters, Sheela Ramanna, R. Zhai
Calibration of software quality: Fuzzy neural and rough neural computing approaches. Neurocomputing 36 (1-4) (2001)
Zdzislaw Pawlak, James F. Peters, Andrzej Skowron, Zbigniew Suraj, Sheela Ramanna, Maciej Borkowski
Rough Measures and Integrals: A Brief Introduction. JSAI Workshops (2001)
James F. Peters, Liting Han, Sheela Ramanna
Rough Neural Computing in Signal Analysis. Comput. Intell. 17 (3) (2001)
James F. Peters, Sheela Ramanna, Andrzej Skowron, Maciej Borkowski
Wireless Agent Guidance of Remote Mobile Robots: Rough Integral Approach to Sensor Signal Analysis. Web Intelligence (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sheela Ramanna