Digital Commons Network^™

A Survey Of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data, S. De Silva, S. Dayarathna, G. Ariyarathne, D. Meedeniya, Sampath Jayarathna

Computer Science Faculty Publications

Attention Deficit Hyperactivity Disorder (ADHD) is one of the most common neurological disorders among children, that affects different areas in the brain that allows executing certain functionalities. This may lead to a variety of impairments such as difficulties in paying attention or focusing, controlling impulsive behaviours and overreacting. The continuous symptoms may have a severe impact in the long-term. This paper explores the ADHD identification studies using eye movement data and functional Magnetic Resonance Imaging (fMRI). This study discusses different machine learning techniques, existing models and analyses the existing literature. We have identified the current challenges and possible future directions …

Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework, Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, Lee Giles

Computer Science Faculty Publications

Researchers from academia and the corporate-sector rely on scholarly digital libraries to access articles. Attackers take advantage of innocent users who consider the articles' files safe and thus open PDF-files with little concern. In addition, researchers consider scholarly libraries a reliable, trusted, and untainted corpus of papers. For these reasons, scholarly digital libraries are an attractive-target and inadvertently support the proliferation of cyber-attacks launched via malicious PDF-files. In this study, we present related vulnerabilities and malware distribution approaches that exploit the vulnerabilities of scholarly digital libraries. We evaluated over two-million scholarly papers in the CiteSeerX library and found the library …

Eeg-Based Processing And Classification Methodologies For Autism Spectrum Disorder: A Review, Gunavaran Brihadiswaran, Dilantha Haputhanthri, Sahan Gunathilaka, Dulani Meedeniya, Sampath Jayarathna

Computer Science Faculty Publications

Autism Spectrum Disorder is a lifelong neurodevelopmental condition which affects social interaction, communication and behaviour of an individual. The symptoms are diverse with different levels of severity. Recent studies have revealed that early intervention is highly effective for improving the condition. However, current ASD diagnostic criteria are subjective which makes early diagnosis challenging, due to the unavailability of well-defined medical tests to diagnose ASD. Over the years, several objective measures utilizing abnormalities found in EEG signals and statistical analysis have been proposed. Machine learning based approaches provide more flexibility and have produced better results in ASD classification. This paper presents …

Electroencephalogram (Eeg) For Delineating Objective Measure Of Autism Spectrum Disorder, Sampath Jayarathna, Yasith Jayawardana, Mark Jaime, Sashi Thapaliya

Computer Science Faculty Publications

Autism spectrum disorder (ASD) is a developmental disorder that often impairs a child's normal development of the brain. According to CDC, it is estimated that 1 in 6 children in the US suffer from development disorders, and 1 in 68 children in the US suffer from ASD. This condition has a negative impact on a person's ability to hear, socialize, and communicate. Subjective measures often take more time, resources, and have false positives or false negatives. There is a need for efficient objective measures that can help in diagnosing this disease early as possible with less effort. EEG measures the …

Clinical Big Data And Deep Learning: Applications, Challenges, And Future Outlooks, Ying Yu, Liangliang Liu, Yaohang Li, Jianxin Wang

Computer Science Faculty Publications

The explosion of digital healthcare data has led to a surge of data-driven medical research based on machine learning. In recent years, as a powerful technique for big data, deep learning has gained a central position in machine learning circles for its great advantages in feature representation and pattern recognition. This article presents a comprehensive overview of studies that employ deep learning methods to deal with clinical data. Firstly, based on the analysis of the characteristics of clinical data, various types of clinical data (e.g., medical images, clinical notes, lab results, vital signs and demographic informatics) are discussed and details …

Multi-View Cluster Analysis With Incomplete Data To Understand Treatment Effects, Guoqing Chao, Jiangwen Sun, Jin Lu, An-Li Wang, Daniel D. Langleben, Chiang-Shan Li, Jinbo Bi

Computer Science Faculty Publications

Multi-view cluster analysis, as a popular granular computing method, aims to partition sample subjects into consistent clusters across different views in which the subjects are characterized. Frequently, data entries can be missing from some of the views. The latest multi-view co-clustering methods cannot effectively deal with incomplete data, especially when there are mixed patterns of missing values. We propose an enhanced formulation for a family of multi-view co-clustering methods to cope with the missing data problem by introducing an indicator matrix whose elements indicate which data entries are observed and assessing cluster validity only on observed entries. In comparison with …

Web Archives At The Nexus Of Good Fakes And Flawed Originals, Michael L. Nelson

Computer Science Faculty Publications

[Summary] The authenticity, integrity, and provenance of resources we encounter on the web are increasingly in question. While many people are inured to the possibility of altered images, the easy accessibility of powerful software tools that synthesize audio and video will unleash a torrent of convincing “deepfakes” into our social discourse. Archives will no longer be monopolized by a countable number of institutions such as governments and publishers, but will become a competitive space filled with social engineers, propagandists, conspiracy theorists, and aspiring Hollywood directors. While the historical record has never been singular nor unmalleable, current technologies empower an unprecedented …

Automatic Slide Generation For Scientific Papers, Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles

Computer Science Faculty Publications

We describe our approach for automatically generating presentation slides for scientific papers using deep neural networks. Such slides can help authors have a starting point for their slide generation process. Extractive summarization techniques are applied to rank and select important sentences from the original document. Previous work identified important sentences based only on a limited number of features that were extracted from the position and structure of sentences in the paper. Our method extends previous work by (1) extracting a more comprehensive list of surface features, (2) considering semantic or meaning of the sentence, and (3) using context around the …

Capillary Pressure Characteristics Of Co2-Brine-Sandstone Systems, Sefan Iglauer, Halidi Abdoulghafour, Mohammad Sarmadivaleh, Martin Ferno, Lars Petter Hauge

Research Datasets

This is the coreflood data we measured during the different experiments.

“The Lions Of Tomorrow”: A News Value Analysis Of Child Images In Jihadi Magazines, Amy Louise Watkin, Seán Looney

School of Law, Humanities and Social Sciences

No abstract provided.

The Costs Of Uncertainty: The Doj’S Stalled Progress On Accessible Medical Equipment Under The Americans With Disabilities Act, Elizabeth Pendo

Articles

Imagine seeking medical care for serious pressure sores for a year, but your doctor never examining the sores because you could not get on the examination table in her office. Or imagine going more than fifteen years without an annual well-woman examination for the same reason, or your doctor guessing at the right dosage for a prescription because there was no scale that she could use to weigh you.

Although these scenarios may be difficult for many to imagine, they are common experiences for individuals with mobility disability. The Trump administration’s attacks on the Patient Protection and Affordable Care Act …

Socio-Anthropological Methods To Study The Feasibility And Acceptability Of The Minimally Invasive Autopsy From The Perspective Of Local Communities: Lessons Learnt From A Large Multi-Centre Study, Maria Maixenchs, Rui Anselmo, Guillermo Martínez Pérez, Kelvin Oruko, Selidji Todagbe Agnandji, Pamela Catherine Angoissa Minsoko, Kounandji Diarra, Mahamane Djiteye, Zulfiqar Ahmed Bhutta, Shujaat Zaidi

Department of Paediatrics and Child Health

The minimally invasive autopsy (MIA), an innovative approach for obtaining post-mortem samples of key organs, is increasingly being recognized as a robust methodology for cause of death (CoD) investigation, albeit so far limited to pilot studies and research projects. A better understanding of the real causes of death in middle- and low-income countries, where underlying causes of death are seldom determined, would allow improved health planning, more targeted prioritization of available resources and the implementation of coherent public health policies. This paper discusses lessons learnt from the implementation of a Feasibility and Acceptability (F&A) study evaluating the MIA approach in …

Proposed Strategy And Work Plan, American Institute Of Certified Public Accountants. Auditing Standards Board

Exposure Drafts, Comment Letters, and Statements of Position

No abstract provided.

Comment Letters On Proposed Strategy And Work Plan, American Institute Of Certified Public Accountants. Auditing Standards Board

Exposure Drafts, Comment Letters, and Statements of Position

No abstract provided.

Legislator-Led Prayer: A Harmless Historical Tradition Or An Unconstitutional Establishment Of Religion?, Krista Ellis

American University Journal of Gender, Social Policy & the Law

No abstract provided.

There Isn't Any Dumpster, Jill C. Engle

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Mitigating The "Lgbt Disconnect": Title Ix's Protection Of Transgender Students, Birth Certificate Correction Statutes, And The Transformative Potential Of Connecting The Two, Kyle Velte

American University Journal of Gender, Social Policy & the Law

No abstract provided.

A Watershed Moment In The Education Of American Indians: A Judicial Strategy To Mandate The State Of New Mexico To Meet The Unique Cultural And Linguistic Needs Of American Indians In New Mexico Public Schools, Preston Sanchez, Rebecca Blum-Martinez

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Examining The Unconstitutionality Of Dilution By Tarnishment After Tam, Ryder Hogan

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Life, Liberty, And A Stable Climate: The Potential Of The State-Created Danger Doctrine In Climate Change Litigation, Andrew Johnson

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Class In The Classroom: Poverty, Policies, And Practices Impeding Education, Chris Chambers Goodman

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Forgotten Children: Rethinking The Individuals With Disabilities Education Act Behavior Provisions, Margaret A. Dalton

American University Journal of Gender, Social Policy & the Law

No abstract provided.

Codification Of Statements On Standards For Accounting And Review Services, Numbers 21-24, As Of January 2019, American Institute Of Certified Public Accountants (Aicpa)

AICPA Professional Standards

No abstract provided.

Mary The Mother Of Jesus, Gaye Strathearn

Faculty Publications

Mary, the mother of Jesus, is one of the few women mentioned in scripture and the only one whose life and ministry were prophesied about centuries before her birth (see 1 Nephi 11:15, 18; Mosiah 3:8; Alma 7:10). 1 The New Testament authors of Matthew, Mark, Luke, and John provide only glimpses into her life and ministry because their focus is rightly concentrated on the Savior. But the early Christian church gave Mary the title of theotokos, the "bearer or mother of God"2 as a reminder of the important part that she also plays in the Father's plan.

The Fayoum, The Seila Pyramid, Fag El-Gamous And Its Nearby Cities: A Background, Kerry Muhlestein, Cannon Fairbairn, Ronald Harris

Faculty Publications

Because the excavations discussed in this volume take place in the Fayoum, and cover a time period that spans from the Old Kingdom through the Byzantine era, many readers will find it helpful to understand the history, geography, and geology of the Fayoum. Here we provide a brief outline of those subjects. This is not intended to present new information or be a definitive discussion. Rather, it is aimed at contextualizing the rest of the material presented in this volume, and thus making all of its information more accessible. The Fag el-Gamous cemetery and the Seila Pyramid are located on …

Excavations At The Seila Pyramid And Ritual Ramifications, Kerry Muhlestein

Faculty Publications

In modern times it was not apparent that the structure many travelers had seen atop the remote escarpment in Gebel El-Rus was actually a pyramid. Before its excavation it was locally known as el-Qalah, meaning “the fortress,” though it has since come to be called Harem Seila, or the Seila Pyramid. Even before excavation it could be easily seen as far away as Hawara when the air was clear. Though it stood six miles straight west of the Meidum Pyramid, there was nothing about the visible square covered in aeolian sand that would make explorers or archaeologists think it was …

Parental Influence On Mate Selection In Modern Chinese Society, Szu-Yu Lin, Richard B. Miller, Li Ping Su-Kubricht, Jason Whiting, Roy Bean, Chih-Han Hsieh, Tsui-Shan Li

Faculty Publications

Traditional patterns of mate selection in Chinese societies involving arranged marriages by parents have been changing towards individual choice of a marriage partner. However, it is unclear to what extent this transition has occurred in Chinese society. The values and experiences of contemporary Chinese adults about parental influences on mate selection were addressed by conducting six focus groups in Taipei, Taiwan, which included a total of 51 participants. The results from qualitative analysis indicated that most participants did not feel obligated to have their parents' influence who they would marry. However, most of them wished for their parents to approve …

"And Now My Son, I Have Somewhat More To Say": Corianton's Concerns, Alma's Theology, And Nephite Tradition, Dan Belnap, Dan Belnap, Daniel L. Belnap

Faculty Publications

Comprising sixteen chapters of the book of Alma, the eighteenth year of the reign of the judges—at least from the perspective of Mormon—seems to have been one of the more significant years of Nephite history. Marked by such events as the emergence of Korihor, the Zoramite rebellion, and the ascension of Amalickiah, these chapters depict a Nephite community undergoing social unrest and uncertainty.1 Among this block of scripture are Alma’s sermons to his sons. Though their personal and intimate structure is in marked contrast to the larger, historically minded chapters, the theological concerns that Alma addressed with his sons, particularly …

Late-Career Unemployment Has Mixed Effects In Retirement, Wendy C. Birmingham, Maren Wright Voss, M Beth Merryman, Lisa Crabtree, Kathy Subasic, Lori Wadsworth, Man Hung

Faculty Publications

Paid work forms a pattern of occupational engagement that shifts during both unemployment and retirement. Similar to unemployment, the occupational disruption associated with involuntary retirement has been linked to poorer physical and mental health outcomes. To better understand the health impact of work transitions during the pre- and post-retirement years, 24 retired individuals with late-career unemployment were interviewed at the Huntsman World Senior Games in October 2016. Demographic data were collected. Braun and Clarke’s (2006) approach was utilized to thematically analyse the interview data and interpretations were evaluated against existing theory. Themes identified included struggle, freedom, and transition, followed by …

Real Time Vowel Shifts In Georgia English, Joseph A. Stanley

Faculty Publications

How has Georgia English changed since the 1890s? All vowels have changed. What is the trajectory of that change? In the direction of the Elsewhere Shift.