Electrical Engineering and Computer Science Scholarly Works
Browse by
Recent Submissions
-
Generalized Quantum Convolution for Multidimensional Data
(MDPI, 2023-10-31)The convolution operation plays a vital role in a wide range of critical algorithms across various domains, such as digital image processing, convolutional neural networks, and quantum machine learning. In existing ... -
Using pre-surgical suspicion to guide insula implantation strategy
(Elsevier, 2023-07-14)Rationale Insular epilepsy can be a challenging diagnosis due to overlapping semiology and scalp EEG findings with frontal, temporal, and parietal lobe epilepsies. Stereotactic electroencephalography (sEEG) provides an ... -
Aphid cluster recognition and detection in the wild using deep learning models
(Nature Research, 2023-08-17)Aphid infestation poses a significant threat to crop production, rural communities, and global food security. While chemical pest control is crucial for maximizing yields, applying chemicals across entire fields is both ... -
Editorial: Non-coding RNAs: insights and state-of-the-art in gastrointestinal sciences
(Frontiers Media, 2023-07-05) -
Gender, Smoking History, and Age Prediction from Laryngeal Images
(MDPI, 2023-05-29)Flexible laryngoscopy is commonly performed by otolaryngologists to detect laryngeal diseases and to recognize potentially malignant lesions. Recently, researchers have introduced machine learning techniques to facilitate ... -
Optical trapping of sub-millimeter sized particles and microorganisms
(Nature Research, 2023-05-27)While optical tweezers (OT) are mostly used for confining smaller size particles, the counter-propagating (CP) dual-beam traps have been a versatile method for confining both small and larger size particles including ... -
Integrated de novo gene prediction and peptide assembly of metagenomic sequencing data
(Oxford University Press, 2023-03-11)Metagenomics is the study of all genomic content contained in given microbial communities. Metagenomic functional analysis aims to quantify protein families and reconstruct metabolic pathways from the metagenome. It plays ... -
Prosumer Nanogrids: A Cybersecurity Assessment
(IEEE, 2020-07-15)Nanogrids are customer deployments that can generate and inject electricity into the power grid. These deployments are based on behind-the-meter renewable energy resources and are labeled as “prosumer setups”, allowing ... -
Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations
(Public Library of Science, 2021-08-17)Colorectal cancer (CRC) is one of the most common types of cancer with a high mortality rate. Colonoscopy is the preferred procedure for CRC screening and has proven to be effective in reducing CRC mortality. Thus, a ... -
pyCatalstReader: Extracting Text and Tokenization of Technical Catalysis Science Papers
(2021-12-08)Catalysts are an essential and ubiquitous component of our modern life, from empowering our agriculture to reducing toxic emissions. There is a constant need for more and better catalysts. The catalysis research literature ... -
Taming WOLF: Building a More Functional and User-Friendly Framework
(2019-06-12)Machine learning is all about automation. Many tools have been created to help data scientists automate repeated tasks and train models. These tools require varying levels of user experience to be used effectively. The ... -
Introduction to Communication Systems: An Interactive Approach Using the Wolfram Language
(University of Kansas Libraries, 2021-07-20)This ebook provides a unique pedagogical approach to teaching the fundamentals of communication systems using interactive graphics and in-line questions. The material opens with describing the transformation of bits into ... -
Machine Learning for Aerospace Applications using the Blackbird Dataset
(2021-07-09)There is currently much interest in using machine learning (ML) models for vision-based object detection and navigation tasks in autonomous vehicles. For unmanned aerial vehicles (UAVs), and particularly small multi-rotor ... -
Practical and Secure Outsourcing Algorithms of Matrix Operations Based on a Novel Matrix Encryption Method
(Institute of Electrical and Electronics Engineers, 2019-04-26)With the recent growth and commercialization of cloud computing, outsourcing computation has become one of the most important cloud services, which allows the resource-constrained clients to efficiently perform large-scale ... -
Partial type constructors: Or, making ad hoc datatypes less ad hoc
(Association for Computing Machinery (ACM), 2020-01)Functional programming languages assume that type constructors are total. Yet functional programmers know better: counterexamples range from container types that make limiting assumptions about their contents (e.g., requiring ... -
Exceptional asynchronous session types: Session types without tiers
(Association for Computing Machinery (ACM), 2019-01)Session types statically guarantee that communication complies with a protocol. However, most accounts of session typing do not account for failure, which means they are of limited use in real applications---especially ... -
Abstracting extensible data types: Or, rows by any other name
(Association for Computing Machinery (ACM), 2019-01)We present a novel typed language for extensible data types, generalizing and abstracting existing systems of row types and row polymorphism. Extensible data types are a powerful addition to traditional functional programming ... -
Identification of the Bacterial Biosynthetic Gene Clusters of the Oral Microbiome Illuminates the Unexplored Social Language of Bacteria during Health and Disease
(American Society for Microbiology, 2019-04-16)Small molecules are the primary communication media of the microbial world. Recent bioinformatic studies, exploring the biosynthetic gene clusters (BGCs) which produce many small molecules, have highlighted the incredible ... -
Accurate and Efficient Mapping of the Cross-Linked microRNA-mRNA Duplex Reads
(Cell Press, 2019-05-28)MicroRNA (miRNA) trans-regulates the stability of many mRNAs and controls their expression levels. Reconstruction of the miRNA-mRNA interactome is key to the understanding of the miRNA regulatory network and related ... -
Dimension Reduction Using Quantum Wavelet Transform on a High-Performance Reconfigurable Computer
(Hindawi, 2019-11-11)The high resolution of multidimensional space-time measurements and enormity of data readout counts in applications such as particle tracking in high-energy physics (HEP) is becoming nowadays a major challenge. In this ...
RSS 1.0