Browsing Dissertations and Theses by Author "Tabrizi, Nasseh"
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A Comparative Study on MFCC, GFCC, BFCC, and CQCC Spectral Speech Feature Performance in X-Vector Clustering
Abueg, Abelson A (East Carolina University, 2023-07-25)Speaker diarization plays a crucial role in accurately identifying speakers in audio or video streams with multiple speakers. However, the use of Mel-frequency cepstral coefficients (MFCC) as the default speaker feature ... -
AN EMPIRICAL STUDY OF CONCURRENT FEATURE USAGE IN GO
Tipirneni, Dhana Srimanthini (East Carolina University, 2022-12-05)The Go language includes support for running functions or methods concurrently as goroutines, which are lightweight threads managed directly by the Go language runtime. Go is probably best known for the use of a channel-based, ... -
Cancer Subtyping Detection using Biomarker Discovery in Multi-Omics Tensor Datasets
Koleini, Farnoosh (East Carolina University, 2023-08-10)This thesis begins with a thorough review of research trends from 2015 to 2022, examining the challenges and issues related to biomarker discovery in multi-omics datasets. The review covers areas of application, proposed ... -
Intrusion detection using machine learning algorithms
Lakshminarayana, Deepthi Hassan (East Carolina University, 2019-11-27)With the growing rate of cyber-attacks, there is a significant need for intrusion detection systems (IDS) in networked environments. As intrusion tactics become more sophisticated and more challenging to detect, this ... -
Reinforcement Learning based Recommender System using Q-Learning and Deep Q-Learning
Rezaei, Mehrdad (East Carolina University, 2022-07-14)The first part of this thesis concludes with an overall summary of the publications so far on the recommender system using reinforcement learning. We have performed a systematic review of the research studies published ...