Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification حسب Ibrar Amin (19438018)

"…Manual methods of malaria diagnosis are time-consuming that require a great deal of human expertise and efforts. Computer-based automated diagnosis of diseases is progressively becoming popular. …"

Supervised term-category feature weighting for improved text classification حسب Attieh, Joseph

"…It consists of a supervised weighting scheme defined based on a variant of the TF-ICF (Term Frequency-Inverse Category Frequency) model, embedded into three new lean classification approaches: (i) IterativeAdditive (flat), (ii) GradientDescentANN (1-layered), and (iii) FeedForwardANN (2-layered). …"
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Exploring Semi-Supervised Learning Algorithms for Camera Trap Images حسب Sajun, Ali Reza

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Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk حسب Mohamed Chaouch (17983846)

"…<p dir="ltr">This paper introduces novel nonparametric supervised learning techniques for classifying massive datasets, addressing key limitations of existing methods in Big and Streaming Data framework. …"

On the protection of power system: Transmission line fault analysis based on an optimal machine learning approach حسب Md. Sihab Uddin (17542488)

Integration of nonparametric fuzzy classification with an evolutionary-developmental framework to perform music sentiment-based analysis and composition حسب Abboud, Ralph

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Meta-Heuristic Algorithm-Tuned Neural Network for Breast Cancer Diagnosis Using Ultrasound Images حسب Ahila A (18394806)

Fast Text Classification using Lean Gradient Descent Feed Forward Neural Network for Category Feature Augmentation حسب Attieh, Joseph

"…The model produces category-based feature vector representations that are used to augment the document representations and perform the classification task. …"
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Global smart cities classification using a machine learning approach to evaluating livability, technology, and sustainability performance across key urban indices حسب Aya Hasan Alkhereibi (17151070)

Heuristic approaches for optimizing the performance of rule-based classifiers حسب Harmanani, Haidar

"…Rule-based classifiers are supervised learning techniques that are extensively used in various domains. …"
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Domain Adaptation with Adversarial Training and Graph Embeddings حسب Firoj Alam (14158866)

Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations حسب Abdullah Alsalemi (6951986)

A Study of the Impact of the Climate and Land-use/Land-cover (LULC) Changes on the UAE Mangrove Forests over the Period 1990-2020 حسب Raihan, Asif

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Hyperspectral mapping of crust and mantle rocks in the UAE Al-Hajar mountains: Locating raw materials for Martian regolith simulants حسب Pavlopoulos, Kosmas

"…Feature extraction and hyperspectral classification such as the supervised Spectral Angle Mapper (SAM) and Spectral Feature Fitting (SFF) methods are carried out to map the different lithologies in the extended regions of interest. …"
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Con-Detect: Detecting Adversarially Perturbed Natural Language Inputs to Deep Classifiers Through Holistic Analysis حسب Hassan Ali (3348749)

"…Most mitigation techniques proposed to date are supervised—relying on adversarial retraining to improve the robustness—which is impractical. …"

Con-Detect: Detecting adversarially perturbed natural language inputs to deep classifiers through holistic analysis حسب Hassan, Ali

"…Most mitigation techniques proposed to date are supervised—relying on adversarial retraining to improve the robustness—which is impractical. …"
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Digital Luxury Fashion Shows: Leveraging Interactive Marketing Opportunities Through Social Media Sentiment Analysis حسب Farah, Maya F.

"…Sentiment analysis using supervised machine learning and lexicon-based were employed to test and identify the classification of 21,424 comments conveyed towards the different types of fashion shows. …"
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