Browsing 2020 UMKC Theses - Freely Available Online by Thesis Department "Computer Science (UMKC)"
Now showing items 1-8 of 8
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An Arbitrary CRCW PRAM Algorithm for Sorting Integers Into a LinkedList and Chaining on a Trie
(2020)The research work comprises of two parts. Part one is using an Arbitrary CRCW PRAM algorithm for sorting integers into a linked list. There are various algorithms and techniques to sort the integers in LinkedList. Arbitrary ... -
AudioCNN: Audio Event Classification With Deep Learning Based Multi-Channel Fusion Networks
(2020)In recent years, there is growing interest in environmental sound classification with a plethora of real-world applications, especially in audio fields like speech and music. Recent research works have proven spectral ... -
Class Representative Projection for Text-based Zero-Shot Learning
(2020)There have been significant advances in supervised machine learning and enormous benefits from deep learning for a range of diverse applications. Despite the success of deep learning, in reality, very few works have shown ... -
Deep Open Representative Learning for Image and Text Classification
(2020)An essential goal of artificial intelligence is to support the knowledge discovery process from data to the knowledge that is useful in decision making. The challenges in the knowledge discovery process are typically due ... -
DeepSampling: Image Sampling Technique for Cost-Effective Deep Learning
(2020)Deep learning is beneficial from big data while facing computationally expensive, with an increase in data size. Some severe data issues, such as the presence of highly skewed, sparse, and imbalanced data, would substantially ... -
Distributed Collaborative Framework for Deep Learning in Object Detection
(2020)Object detection has gained much attention in recent years because of its ability to localize and classify the objects in videos and images that can be incorporated into many applications. Traditional object detection ... -
Siamese Network-Based Multi-Modal Deepfake Detection
(2020)Deep learning widely applies to solve various problems in healthcare, robotics, and computer vision. Presently, an emerging deep learning application called "deepfake" has raised concerns about the multiple types of security ... -
Topic Sentiment Trend Detection and Prediction for Social Media
(2020)Social media often plays a crucial role in disseminating information to warn the public about health concerns. Opioid addiction has become of the significant outbreaks in the United States. Studying opioid issues in social ...