Search Results - "Sherly, Elizabeth"

M-Net: An encoder-decoder architecture for medical image analysis using ensemble learning by S, Sreelakshmi, G, Malu, Sherly, Elizabeth, Mathew, Robert

“…Only a few of the many subfields of biomedical science study include biomedical engineering, biomedical signal processing, gene analysis, and biomedical image…”
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CirMNet: A Shape-Based Hybrid Feature Extraction Technique Using CNN and CMSMD for Alzheimer's MRI Classification by Malu, G., Uday, Nayana, Sherly, Elizabeth, Abraham, Ajith, Kuber Bodhey, Narendra

“…This research introduces a novel approach called Circular Mesh Network (CirMNet), a shape-based hybrid feature extraction technique. It also proposes…”
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Information technology, an enabler in corporate governance by Elizabeth Abraham, Sherly

“…Purpose - The purpose of this paper is to understand how information technology can be utilized as a driver of incentives in the decision-making process of…”
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DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text by Chakravarthi, Bharathi Raja, Priyadharshini, Ruba, Muralidaran, Vigneshwaran, Jose, Navya, Suryawanshi, Shardul, Sherly, Elizabeth, McCrae, John P.

“…This paper describes the development of a multilingual, manually annotated dataset for three under-resourced Dravidian languages generated from social media…”
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Performance assessment of blended self-compacting concrete with ferrochrome slag as fine aggregate using functional ANOVA by George, Elizabeth Sherly, Hari, Rahesh, Madhavan, Mini K.

“…The current study explored the feasibility of re-use of ferrochrome slag (FS), a waste byproduct from the ferrochrome industry as a replacement to fine…”
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Circular mesh-based shape and margin descriptor for object detection by G., Malu, Elizabeth, Sherly, Mathew Koshy, Sumod

“…•A dynamic circular mesh-based shape and margin descriptor (CMSMD) is proposed.•An algorithm for contour convexity and concavity identification is…”
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An acoustic model and linguistic analysis for Malayalam disyllabic words: a low resource language by Lekshmi, K. R., Sherly, Elizabeth

“…Automatic Speech Recognition (ASR) has reaped a lot of attention in recent years. Despite the recent advancements in ASR, the potential for extracting the raw…”
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A Survey of Current Datasets for Code-Switching Research by Jose, Navya, Chakravarthi, Bharathi Raja, Suryawanshi, Shardul, Sherly, Elizabeth, McCrae, John P.

“…Code switching is a prevalent phenomenon in the multilingual community and social media interaction. In the past ten years, we have witnessed an explosion of…”
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Exploring Neural Connectivity in Autism: Insights from Nonlinear Functional Connectivity Matrix and Graph Analysis by Uday, Nayana, Sherly, Elizabeth

“…This research introduces an approach to functional Magnetic Resonance Imaging (fMRI) analysis, focusing on Nonlinear Functional Connectivity (NFC). Traditional…”
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Report Hexagonal Based Dynamic Location Finding Techniques with Sequence-Based Localization in Wireless Sensor Network by Saji Kumar, J. S., Sherly, Elizabeth

“…In location and address based Wireless Sensor Networks, secure route detection, data transference, energy conservation and costs are very crucial in existing…”
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Scanpath Prediction through Convolutional Neural Network and Feature-Based Clustering: A Bottom-Up Approach by George, Judy K, Sherly, Elizabeth

“…In the last few years, there has been a surge in researchers to investigate visual attention for various object-based applications. Visual attention requires a…”
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What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations by Manohar, Kavya, Pillai, Leena G, Sherly, Elizabeth

“…This paper explores the pitfalls in evaluating multilingual automatic speech recognition (ASR) models, with a particular focus on Indic language scripts. We…”
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An ASR model for Individuals with Hearing Impairment using Hidden Markov Model by Pavithran, Parvathy, Sherly, Elizabeth

“…Automatic Speech Recognition (ASR) technology for normal speech recognition has gained popularity among researchers since its early days. However, applying ASR…”
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Fostering Learning with Facial Insights: Geometrical Approach to Real-Time Learner Engagement Detection by Gopinathan.N, Raji, Sherly, Elizabeth

“…The global shift in the education paradigm demands technology-enabled learning platforms that monitor the performance and engagement of learners. In this…”
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EEG Based Imagined Word Recognition Using CNN-Bi-GRU by B S, Sabitha Rani, Sherly, Elizabeth

“…A notable advancement in brain-computer interface (BCI) for the benefit of the speech-impaired community based on EEG led many insights for imagined speech…”
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Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource Languages by Pillai, Leena G, Manohar, Kavya, Raju, Basil K, Sherly, Elizabeth

“…This paper presents a novel multistage fine-tuning strategy designed to enhance automatic speech recognition (ASR) performance in low-resource languages using…”
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Malayalam to English Named Entity Transliteration using Attention based BiLSTM by Baiju, Bajiyo, Manohar, Kavya, Pillai, Leena G, Sherly, Elizabeth

“…This research introduces an approach to Malayalam-English named entity transliteration using a BiLSTM with attention mechanism and compares its perfromance…”
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A convolutional neural network for visual object recognition in marine sector by Kumar, Aiswarya S., Sherly, Elizabeth

“…Object detection and recognition are crucial elements of any high level image analysis system. Convolutional Neural Networks (CNNs) or ConvNets have been…”
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Analysis of Supervised Learning Techniques for Cost Effective Disease Prediction Using Non-Clinical Parameters by Mathew, Terry Jacob, Sherly, Elizabeth

“…The rising costs of healthcare services have forced many to undergo annual screening procedures to reduce the incidence of chronic diseases. Diabetes being…”
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A Review on Soft Set-Based Theories Relevant to Decision Making in Computer Science by Mathew, Terry Jacob, Sherly, Elizabeth

“…The problems of today's real world decision making are mostly associated with an element of uncertainty. The soft set theory is a flexible mathematical tool…”
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