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5 papers · 1 filter
Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers
Md. Abu Bakr Siddique, Shadman Sakib, Md. Abdur Rahman
The central aim of this paper is to implement Deep Autoencoder and Neighborhood Components Analysis (NCA) dimensionality reduction methods in Matlab and to observe the application…
Emotion Recognition with Forearm-based Electromyography
Muhammad Shihab Rashid, Zubayet Zaman, Hasan Mahmud +1
Electromyography is an unexplored field of study when it comes to alternate input modality while interacting with a computer. However, to make computers understand human emotions i…
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery Prediction
Nazim Choudhury, Fahim Faisal, Matloob Khushi
Literature-based knowledge discovery process identifies the important but implicit relations among information embedded in published literature. Existing techniques from Informatio…
Contrast Enhancement of Medical X-Ray Image Using Morphological Operators with Optimal Structuring Element
Rafsanjany Kushol, Md. Nishat Raihan, Md Sirajus Salekin +1
To guide surgical and medical treatment X-ray images have been used by physicians in every modern healthcare organization and hospitals. Doctor's evaluation process and disease ide…
Disease Identification From Unstructured User Input
Fahim Faisal, Shafkat Ahmed Bhuiyan, Abu Raihan Mostofa Kamal
A method to identify probable diseases from the unstructured textual input (eg, health forum posts) by incorporating a lexicographic and semantic feature based two-phase text class…