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Analysis of Image Classification Deep Learning Algorithm
(North Dakota State University, 2023)
This study explores the use of TensorFlow 2 and Python for image classification problems. Image categorization is an important area in computer vision, with several real-world applications such as object identification/r ...
Enhancing Restaurant Dining Experience: Design and Evaluation of a Mobile App for Personalized Menu Item Selection in Restaurants
(North Dakota State University, 2023)
Picking the right food item from a restaurant menu can be challenging for people, specially for those who are unfamiliar with local cuisine and those with specific dietary requirements. Existing menus often lack essential ...
Novel Techniques Using Graph Neural Networks (GNNS) for Anomaly Detection
(North Dakota State University, 2023)
This paper explores 2 new mechanisms that leverage graphs for anomaly detection. The novelty in approach one is to leverage the global attention capability of transformer architecture using a Graph Attention Network (GAT) ...
A Mobile Game for Learning Cyber-Attacks and Their Prevention
(North Dakota State University, 2023)
This paper's primary goal is to use Bloom's Revised Taxonomy educational objectives in creating Cyber Air-Attack. It's a game that teaches fundamental concepts about cybersecurity. Because it simplifies and makes learning ...
Chatting with Confidence: A Review on the Impact of User Interface, Trust, and User Experience in Chatbots, and a Proposal of a Redesigned Prototype
(North Dakota State University, 2023)
As artificial intelligence (AI) becomes more prevalent in our daily lives, trust has become a critical issue in ensuring that AI systems are reliable, ethical, and beneficial to society. This paper explores the role of ...
Sentiment Analysis of Tweets for Hate Speech Detection Using Binary Classification Algorithms and BERT
(North Dakota State University, 2023)
In the modern world, social media wields a lot of power. Twitter, particularly, has provided people a platform to express their opinions about everything under the sun from mundane everyday life to politics, race, religion ...
CareCompanion: A Virtual Assistant for Enhancing Quality of Life in Alzheimer's Disease and Related Dementia Patients
(North Dakota State University, 2023)
Patients with Alzheimer's Disease and Associated Dementias (ADRD), as well as older adults, grapple with issues such as memory loss, trouble navigating, and feelings of loneliness. These challenges influence their daily ...
Evaluation of Convolutional Neural Networks Against Deepfakes Using Transfer Learning
(North Dakota State University, 2023)
The main objective of this paper is to evaluate ResNets, DenseNet, Inception and VGG, against deepfake images, to answer the question: How effectively these Convolutional Neural Network can distinguish between deepfake ...
Digital Deception and the Illusion of Choice: How Dark Patterns Undermine Informed Consent GDPR
(North Dakota State University, 2023)
Our investigation builds on prior research to examine global e-commerce data privacy, focusing on compliance with GDPR and CCPA laws introduced in 2018 and 2020. This study reveals uneven adherence to GDPR and CCPA regulations ...