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Articles 29071 - 29100 of 31335
Full-Text Articles in Entire DC Network
Benchmarking Graph Neural Networks, Thomas Laurent, Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Yoshua Bengio, Xavier Bresson
Benchmarking Graph Neural Networks, Thomas Laurent, Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Yoshua Bengio, Xavier Bresson
Mathematics, Statistics and Data Science Faculty Works
In the last few years, graph neural networks (GNNs) have become the standard toolkit for analyzing and learning from data on graphs. This emerging field has witnessed an extensive growth of promising techniques that have been applied with success to computer science, mathematics, biology, physics and chemistry. But for any successful field to become mainstream and reliable, benchmarks must be developed to quantify progress. This led us in March 2020 to release a benchmark framework that i) comprises of a diverse collection of mathematical and real-world graphs, ii) enables fair model comparison with the same parameter budget to identify key …
A Crash Course In Good And Bad Controls, Andrew Forney, Carlos Cinelli, Judea Pearl
A Crash Course In Good And Bad Controls, Andrew Forney, Carlos Cinelli, Judea Pearl
Computer Science Faculty Works
Many students of statistics and econometrics express frustration with the way a problem known as “bad control” is treated in the traditional literature. The issue arises when the addition of a variable to a regression equation produces an unintended discrepancy between the regression coefficient and the effect that the coefficient is intended to represent. Avoiding such discrepancies presents a challenge to all analysts in the data intensive sciences. This note describes graphical tools for understanding, visualizing, and resolving the problem through a series of illustrative examples. By making this “crash course” accessible to instructors and practitioners, we hope to avail …
Philosophy And Theology: Gender Ideology, Christopher Kaczor
Philosophy And Theology: Gender Ideology, Christopher Kaczor
Philosophy Faculty Works
No abstract provided.
Thomas Aquinas On Gratitude To God, Christopher Kaczor
Thomas Aquinas On Gratitude To God, Christopher Kaczor
Philosophy Faculty Works
Discussions of gratitude to God characteristically presuppose some philosophical or theological framework. This philosophical and theological exploration of gratitude to God examines the topic in light of the thought of Thomas Aquinas. Unlike some treatments of Aquinas’ account of gratitude, I draw extensively on Aquinas’ commentaries on Scripture as well as lesser known works, such as his sermons, to illuminate these topics rather than exclusively relying on the Summa theologiae. In the first part of this article, I focus on how Aquinas understands the virtue of gratitude to God. In the second part, I examine his account of ingratitude to …
Deductive And Inductive Arguments, Timothy Shanahan
Deductive And Inductive Arguments, Timothy Shanahan
Philosophy Faculty Works
In philosophy, an argument consists of a set of statements called premises that serve as grounds for affirming another statement called the conclusion. Philosophers typically distinguish arguments in natural languages (such as English) into two fundamentally different types: deductive and inductive. Each type of argument is said to have characteristics that categorically distinguish it from the other type. The two types of argument are also said to be subject to differing evaluative standards. Pointing to paradigmatic examples of each type of argument helps to clarify their key differences. The distinction between the two types of argument may hardly seem worthy …
Conflating Relevance With Practical Significance And Other Issues: Commentary On Sen, Smith, And Van Note’S “Statistical Significance Versus Practical Importance In Information Systems Research”, Kaveh Mohajeri, Mostafa Mesgari, Allen S. Lee
Conflating Relevance With Practical Significance And Other Issues: Commentary On Sen, Smith, And Van Note’S “Statistical Significance Versus Practical Importance In Information Systems Research”, Kaveh Mohajeri, Mostafa Mesgari, Allen S. Lee
Information Systems and Business Analytics Faculty Works
Expanding on the current debate on the issues of statistical and practical significance in information systems research, where the article by Sen, Smith, and Van Note is a recent contribution, this commentary cautions against conflating relevance with practical significance. We emphasize that relevance is 1) about the real-world usefulness of research findings rather than their impressiveness for the researcher audience, 2) an essential quality of research spanning beyond its findings and not merely limited to statistical studies, and 3) determined by nonacademics rather than academics. We also comment on other aspects of the article by Sen et al., such as …
The Relationship Between Engagement And Tactile Learning In A Math Classroom Setting, Mikayla Mcbride
The Relationship Between Engagement And Tactile Learning In A Math Classroom Setting, Mikayla Mcbride
Williams Honors College, Honors Research Projects
math setting. I will be teaching a student two similar lessons of multiplication. One lesson will be taught completely with manipulatives. The other lesson will be taught with pencil and paper. The level of engagement between the student and the lesson will be measured for each lesson. I will be using formative assessment to measure student engagement through observation. I will also use a checklist to check multiplication accuracy at the end of the lesson. My hypothesis is that the student will have a higher level of engagement when tactile learning is used. I believe the student will have a …
"Demeter" Soil Monitoring System, Ryan Matthews, Rachel Rummer, Temilolu Fayomi, Alex Fuller
"Demeter" Soil Monitoring System, Ryan Matthews, Rachel Rummer, Temilolu Fayomi, Alex Fuller
Williams Honors College, Honors Research Projects
The purpose of this project is to develop a soil monitoring system that can remotely sense and relay soil conditions back to a user. The deMETER soil probe, Demeter is the Greek goddess of the harvest, is designed to aid hobbyist gardeners, small-scale farms, and nurseries to monitor their dynamic soil conditions and maximize their harvest. The probe is a self-powered system that can monitor the moisture and essential nutrients of the soil profile to determine which areas should receive water and fertilizer. This would significantly cut water and fertilizer waste. The solution will include an embedded system with sensors …
Measuring Students' Pro-Environmental Attitudes And Behaviors Before And After Demonstration-Based Instruction, Collin Ryan
Measuring Students' Pro-Environmental Attitudes And Behaviors Before And After Demonstration-Based Instruction, Collin Ryan
Williams Honors College, Honors Research Projects
A growing amount of research exists on environmental education programs which incorporates the viewpoints of students into its assessment of the program’s efficacy. This research seeks to add to that body and evaluate an environmental education program about the sustainability of plastics, using both quantitative and qualitative data collected from participating students. The data was collected after a 90-minute instructional block of demonstration-based environmental education meant to inform students on the variability of plastics’ properties and the sorting and remolding processes of recycling. It also aimed to help build pro-environmental attitudes and behaviors in the students, and a sense of …
Grinding And Super-Finishing Test Machine Project, Michael Simon
Grinding And Super-Finishing Test Machine Project, Michael Simon
Williams Honors College, Honors Research Projects
A research project in The University of Akron to study grinding and super-finishing of silicon nitride ceramic was initiated by Dr. Siamak Farhad and sponsored by the Timken Company, with the assistance of undergraduate students Michael Simon, Ryan Hosso and Mathew Rozmajzl. The study required analysis of forces and scratches generated during grinding processes of silicon nitride samples. A testing assembly was designed and constructed to record the forces generated during grinding and super-finishing of silicon nitride samples in a computer-numerical-control machine. Silicon nitride samples were subjected to desired grinding and super-finishing operations and all forces generated during the process …
Study Guide Generation In Chemical Engineering Thermodynamics: A Comparison Between Individual And Group Preparation, William Brown
Study Guide Generation In Chemical Engineering Thermodynamics: A Comparison Between Individual And Group Preparation, William Brown
Williams Honors College, Honors Research Projects
Thermodynamics is an essential course in the chemical engineering curriculum. Thermodynamics requires the use of many equations and rules that use subtle concepts from math, physics, and chemistry. To assist students with using these equations and recalling rules on exams, students are often permitted a “study guide” to use on the exams to help avoid rote memorization. Study guide construction is an environment in which students learn, and learning has been shown to improve when collaboration is involved. In this research, students will construct study guides individually for one exam, and in teams for one exam. Students will answer questions …
Analysis Of Minor League Rule Changes Effect On Stolen Bases, Zachary Houghtaling
Analysis Of Minor League Rule Changes Effect On Stolen Bases, Zachary Houghtaling
Williams Honors College, Honors Research Projects
This study uses various statistical analyses to evaluate the justification of rule changes for Major League Baseball that were implemented within the Minor Leagues during the 2021 minor league season. The primary focus of the study is predicting how some of these Minor League rule changes could affect the stolen base success rate and the number of attempts per game within the Major Leagues. A survey was conducted to evaluate how fans feel about stolen bases within the current game and if rules should be altered to increase the number of stolen bases that occur. Additionally, recorded Major and Minor …
Design Of Composite Joints Using Machine Learning Approaches, Natalie Richards
Design Of Composite Joints Using Machine Learning Approaches, Natalie Richards
Williams Honors College, Honors Research Projects
Adhesively bonded joints have an advantage in joining dissimilar engineering materials due to their high structural efficiency and being lightweight. These joints are either between two opposite laminates or between a composite laminate and a metal structure. The aerospace and automotive industries have seen an increase in utilizing these adhesive joints in their engineering applications. Joint strength along with the failure mode (adhesive, delamination, etc.) is the most important parameter to evaluate when understanding the capability of the adhesive joint. In this paper, a regression and a classification machine learning (ML) model are utilized to predict the failure load and …
Analysis Of The High School Math Desmos Curriculum, Marlaina Kurt
Analysis Of The High School Math Desmos Curriculum, Marlaina Kurt
Williams Honors College, Honors Research Projects
In this research project, the research question of “How does the online curriculum and resources on Desmos impact student learning and success in the classroom?” will be addressed. The goal of this project is to analyze different activities on the Desmos website for high school students and see how effective they would be at increasing student learning. The different Desmos sections where these activities can be found are: Exponential Functions, Functions, Inequalities, Linear Functions, Linear Systems, Quadratic Functions, and Modeling. There are 50 total activities within these groups, and these selected activities will be analyzed for this project. To reach …
The Effectiveness Of Incorporating Physical Activity Into The Classroom: A Literature Review, Lauren Reynolds
The Effectiveness Of Incorporating Physical Activity Into The Classroom: A Literature Review, Lauren Reynolds
Williams Honors College, Honors Research Projects
Keeping students engaged and achieving in their academic content in school is becoming a very difficult task for teachers all across the nation. A relatively new concept that many teachers and schools are attempting to try in order to accomplish this task is incorporating physical activity in the classroom. However, we still wonder just how effective this integration is and what are the effects across the various grade levels and subject areas? To answer this question, relevant articles were researched, and information was gathered on studies that have been previously done. Results show that overall physical activity incorporated in the …
The Utility Of Electroencephalography For User Input, Caleb Maurice
The Utility Of Electroencephalography For User Input, Caleb Maurice
Williams Honors College, Honors Research Projects
The goal of this paper is to introduce the use of noninvasive brain-computer interfaces to prospective computer scientists. Electroencephalography is explained starting with how a user’s brain waves are measured and ending with how the data is parsed to software programs. To further expand on the ability to implement electroencephalography into software code, and example of a simple game is given. This game is an endless runner, meaning that it has no end and stops once the player’s game piece collides with an object. It is coded in the Python computer language.
Matlab Model To Predict Liquid Hydrogen Spill Characteristics And Safety, Amy Gravenstein
Matlab Model To Predict Liquid Hydrogen Spill Characteristics And Safety, Amy Gravenstein
Williams Honors College, Honors Research Projects
The potential of using liquid hydrogen for propulsion is often undermined due to its perilous nature. Hydrogen has a wide flammability range when mixed with air (4.0 - 75.0% hydrogen) and a low ignition energy (0.019 mJ). Liquid hydrogen adds to this high risk as a cryogenic fluid that is to be maintained below -22 K. A liquid hydrogen model has been created in MATLAB that can model various spill scenarios from cryogenic liquid hydrogen vessels. This model takes into consideration the spill rate, spill temperature, air temperature, duration of spill, and air flow conditions to calculate the mass accumulation, …
Investigating The Mechanical Properties Of Frozen Soil Using Non-Destructive Seismic Wave Measurements, Sean Mach
Williams Honors College, Honors Research Projects
This proposed project will be dealing with investigating the mechanical properties of soil under frozen conditions. This will be done by an innovative non-destructive technology measuring the propagation of seismic waves through the frozen soils from multiple piezoelectric sensors. For the duration of this research, a freezing cell must be constructed to carry out the experimental testing. Multiple levels of saturation will be tested under the given freezing conditions. This should highlight the effect that the level of saturation will have on the propagation of seismic waves throughout the soil. Piezo-electric sensors will be placed in each layer of soil …
Synthesis Of Rna Nucleotides Under Probable Prebiotic Conditions, Ryan Stimson
Synthesis Of Rna Nucleotides Under Probable Prebiotic Conditions, Ryan Stimson
Williams Honors College, Honors Research Projects
RNA being composed of multiple covalently linked nucleotides is thought to have been a precursor to life circa 4.3-3.8 billion years ago. Non-enzymatically formed adenosine monophosphate (AMP), more specifically, is a vitally important subtopic of the self-assembly of the first RNA sequence. The goal of this study was to synthesize AMP non-enzymatically under benign conditions that are likely to have existed on early Earth. In this experiment, 3’,5’-cAMP was successfully formed using wet-dry cycles at 80°C paired with the minerals zeolite beta, hydroxyapatite, and aerosil 300 in the presence of adenosine, urea, and pyrophosphate. A nuclear magnetic resonance spectrometer was …
The Influence Of Hydrogen Peroxide On The Enrichment Of Fe(Iii) Reducing Bacteria From Acid Mine Drainage, Susami Seth
The Influence Of Hydrogen Peroxide On The Enrichment Of Fe(Iii) Reducing Bacteria From Acid Mine Drainage, Susami Seth
Williams Honors College, Honors Research Projects
It is hypothesized that the ocean of Europa, a Jupiter moon, hosts bacteria on its oceanic floor. Understanding how Fe(III) reducing bacteria (FeRB) from AMD utilize organic materials within its surrounding environment outlines how FeRB could thrive and tolerate extreme conditions. FeRB are known to tolerate metals and highly reactive oxidants species (ROS), but in this experiment, H2O2 was the experimental factor to further test FeRB tolerance. H2O2 is a common ROS and is damaging to living material such as proteins, DNA, and RNA. A range of H2O2 concentrations were fed …
Effect Of Pre-Existing Fault Orientation On Strain Localization In A Foliated Granitic Gneiss, Geoffrey Hilliard
Effect Of Pre-Existing Fault Orientation On Strain Localization In A Foliated Granitic Gneiss, Geoffrey Hilliard
Williams Honors College, Honors Research Projects
The effect of fault orientation relative to the applied stress on reactivation of pre-existing brittle faults instead of forming new faults is well-explained by Mohr-Coulomb theory. However, Mohr-Coulomb theory does not explain the effect of orientation on reactivation of faults with a ductile rheology and no work has been performed to assess the effect of orientation of a pre-existing ductile fault on fault strength. In order to determine how rock strength and localization of strain into a ductile fault is affected when the orientation of the pre-existing fault (artificial fault) is changed, experiments were performed on pre-faulted cores of a …
Efficient And Accurate Cordic Pipelined Architecture Chip Design Based On Binomial Approximation For Biped Robot, Rih-Lung Chung, Yen Hsueh, Shih-Lun Chen, Patricia Angela R. Abu
Efficient And Accurate Cordic Pipelined Architecture Chip Design Based On Binomial Approximation For Biped Robot, Rih-Lung Chung, Yen Hsueh, Shih-Lun Chen, Patricia Angela R. Abu
Department of Information Systems & Computer Science Faculty Publications
Recently, much research has focused on the design of biped robots with stable and smooth walking ability, identical to human beings, and thus, in the coming years, biped robots will accomplish rescue or exploration tasks in challenging environments. To achieve this goal, one of the important problems is to design a chip for real-time calculation of moving length and rotation angle of the biped robot. This paper presents an efficient and accurate coordinate rotation digital computer (CORDIC)-based efficient chip design to calculate the moving length and rotation angle for each step of the biped robot. In a previous work, the …
Online Algorithms With Advice For The 𝒌-Search Problem, Jhoirene B. Clemente, Henry N. Adorna, Proceso L. Fernandez Jr
Online Algorithms With Advice For The 𝒌-Search Problem, Jhoirene B. Clemente, Henry N. Adorna, Proceso L. Fernandez Jr
Department of Information Systems & Computer Science Faculty Publications
In the online search problem, a seller seeks to find the maximum price from a sequence of prices p1, p2,…, pn that is revealed in a piece-wise manner. The bound for all prices is well known in advance with m ≤ pί ≤ M. In the online k-search problem, the seller seeks to find the k maximum out of the n prices. In this paper, we present a tight bound of [Formula Presented] on the advice complexity of optimal online algorithms for online k-search. We also provide online algorithms with advice that use less than the required number of bits …
Predicting Pair Success In A Pair Programming Eye Tracking Experiment Using Cross-Recurrence Quantification Analysis, Maureen M. Villamor, Maria Mercedes T. Rodrigo
Predicting Pair Success In A Pair Programming Eye Tracking Experiment Using Cross-Recurrence Quantification Analysis, Maureen M. Villamor, Maria Mercedes T. Rodrigo
Department of Information Systems & Computer Science Faculty Publications
Pair programming is a model of collaborative learning. It has become a well-known pedagogical practice in teaching introductory programming courses because of its potential benefits to students. This study aims to investigate pair patterns in the context of pair program tracing and debugging to determine what characterizes collaboration and how these patterns relate to success, where success is measured in terms of performance task scores. This research used eye-tracking methodologies and techniques such as cross-recurrence quantification analysis. The potential indicators for pair success were used to create a model for predicting pair success. Findings suggest that it is possible to …
The Uses Of A Dual-Band Corrugated Circularly Polarized Horn Antenna For 5g Systems, Chih-Kai Liu, Wei-Yuan Chiang, Pei-Zong Rao, Pei-Hsiu Hung, Shih-Hung Chen, Chiung-An Chen, Liang-Hung Wang, Patricia Angela R. Abu, Shih-Lun Chen
The Uses Of A Dual-Band Corrugated Circularly Polarized Horn Antenna For 5g Systems, Chih-Kai Liu, Wei-Yuan Chiang, Pei-Zong Rao, Pei-Hsiu Hung, Shih-Hung Chen, Chiung-An Chen, Liang-Hung Wang, Patricia Angela R. Abu, Shih-Lun Chen
Department of Information Systems & Computer Science Faculty Publications
This paper presents the development of a wide-beam width, dual-band, omnidirectional antenna for the mm-wave band used in 5G communication systems for indoor coverage. The 5G indoor environment includes features of wide space and short range. Additionally, it needs to function well under a variety of circumstances in order to carry out its diverse set of network applications. The waveguide antenna has been designed to be small enough to meet the requirements of mm-wave band and utilizes a corrugated horn to produce a wide beam width. Additionally, it is small enough to integrate with 5G communication products and is easy …
Non-Parametric Stochastic Autoencoder Model For Anomaly Detection, Raphael B. Alampay, Patricia Angela R. Abu
Non-Parametric Stochastic Autoencoder Model For Anomaly Detection, Raphael B. Alampay, Patricia Angela R. Abu
Department of Information Systems & Computer Science Faculty Publications
Anomaly detection is a widely studied field in computer science with applications ranging from intrusion detection, fraud detection, medical diagnosis and quality assurance in manufacturing. The underlying premise is that an anomaly is an observation that does not conform to what is considered to be normal. This study addresses two major problems in the field. First, anomalies are defined in a local context, that is, being able to give quantitative measures as to how anomalies are categorized within its own problem domain and cannot be generalized to other domains. Commonly, anomalies are measured according to statistical probabilities relative to the …
Construction Of A Repeatable Framework For Prostate Cancer Lesion Binary Semantic Segmentation Using Convolutional Neural Networks, Ian Vincent O. Mirasol, Patricia Angela R. Abu, Rosula Sj Reyes
Construction Of A Repeatable Framework For Prostate Cancer Lesion Binary Semantic Segmentation Using Convolutional Neural Networks, Ian Vincent O. Mirasol, Patricia Angela R. Abu, Rosula Sj Reyes
Department of Information Systems & Computer Science Faculty Publications
Prostate cancer is the 3rd most diagnosed cancer overall. Current screening methods such as the prostate-specific antigen test could result in overdiagonosis and overtreatment while other methods such as a transrectal ultrasonography are invasive. Recent medical advancements have allowed the use of multiparametric MRI — a noninvasive and reliable screening process for prostate cancer. However, assessment would still vary from different professionals introducing subjectivity. While con-volutional neural network has been used in multiple studies to ob-jectively segment prostate lesions, due to the sensitivity of datasets and varying ground-truth established used in these studies, it is not possible to reproduce and …
Service Contracting As A Policy Response For Public Transport Recovery During The Covid-19 Pandemic: A Preliminary Evaluation, Varsolo Sunio, Wilhansen Joseph Li, Joemier Pontawe, Albert Dizon, Joel Bienne Valderrama, Agnes Robang
Service Contracting As A Policy Response For Public Transport Recovery During The Covid-19 Pandemic: A Preliminary Evaluation, Varsolo Sunio, Wilhansen Joseph Li, Joemier Pontawe, Albert Dizon, Joel Bienne Valderrama, Agnes Robang
Department of Information Systems & Computer Science Faculty Publications
We examine and assess the service contracting (SC) program implemented for the first time in Metro Manila, Philippines as a response to the impact of the pandemic on road-based public transport sector. We develop an evaluation framework, consisting of three indicators: social amelioration, increase in transport supply and performance improvement. These indicators are the purported objectives of SC. Using a mix of qualitative and quantitative methods, our evaluation suggests that although SC has brought positive impact in terms of the first two indicators, there is no robust evidence so far that may suggest that SC has improved the performance of …
Telehealth! Policy, Practice And Patients, Deborah H. Fournier, Marcy Ainslie, Marcy Doyle
Telehealth! Policy, Practice And Patients, Deborah H. Fournier, Marcy Ainslie, Marcy Doyle
All Materials
No abstract provided.
2021 U.S. Globe Partner Yearbook, Globe U.S. Coordination Office
2021 U.S. Globe Partner Yearbook, Globe U.S. Coordination Office
Partner Yearbooks
No abstract provided.