Digital Commons Network^™

Domain Adaption Via Feature Selection On Explicit Feature Map, Wan Yu Deng, Amaury Lendasse, Yew Soon Ong, Ivor Wai Hung Tsang, Lin Chen, Qing Hua Zheng

Engineering Management and Systems Engineering Faculty Research & Creative Works

In Most Domain Adaption Approaches, All Features Are Used for Domain Adaption. However, Often, Not Every Feature is Beneficial for Domain Adaption. in Such Cases, Incorrectly Involving All Features Might Cause the Performance to Degrade. in Other Words, to Make the Model Trained on the Source Domain Work Well on the Target Domain, it is Desirable to Find Invariant Features for Domain Adaption Rather Than using All Features. However, Invariant Features Across Domains May Lie in a Higher Order Space, instead of in the Original Feature Space. Moreover, the Discriminative Ability of Some Invariant Features Such as Shared Background Information …

Segmentation Of Sidescan Sonar Imagery Using Markov Random Fields And Extreme Learning Machine, Yan Song, Bo He, Ying Zhao, Guangliang Li, Qixin Sha, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendasse

Engineering Management and Systems Engineering Faculty Research & Creative Works

As a Widely Used Segmentation Scheme, Markov Random Field (Mrf) Utilizes K-Means Clustering to Calculate the Initial Model for Sidescan Sonar Image Segmentation. However, for the Noise and Intensity Inhomogeneity Nature of the Sidescan Sonar Images, the Segmentation Results of K-Means Clustering Have Low Accuracy, Motivating Us to Use Machine Learning Methods to Initialize Mrf. Meanwhile, an Extreme Learning Machine (Elm), a Supervised Learning Algorithm Derived from the Single-Hidden-Layer Feedforward Neural Networks, Learns Faster Than Randomly Generated Hidden-Layer Parameters and is Superior to a Support Vector Machine (Svm). Therefore, in This Paper, We Proposed a Novel Method for Sidescan Sonar …

Splice-Altering Variant In Col11a1 As A Cause Of Nonsyndromic Hearing Loss Dfna37., Kevin T. Booth, James W. Askew, Zohreh Talebizadeh, Patrick L M Huygen, James Eudy, Judith Kenyon, Denise Hoover, Michael S. Hildebrand, Katherine R. Smith, Melanie Bahlo, William J. Kimberling, Richard J H Smith, Hela Azaiez, Shelley D. Smith

Manuscripts, Articles, Book Chapters and Other Papers

PURPOSE: The aim of this study was to determine the genetic cause of autosomal dominant nonsyndromic hearing loss segregating in a multigenerational family.

METHODS: Clinical examination, genome-wide linkage analysis, and exome sequencing were carried out on the family.

RESULTS: Affected individuals presented with early-onset progressive mild hearing impairment with a fairly flat, gently downsloping or U-shaped audiogram configuration. Detailed clinical examination excluded any additional symptoms. Linkage analysis detected an interval on chromosome 1p21 with a logarithm of the odds (LOD) score of 8.29: designated locus DFNA37. Exome sequencing identified a novel canonical acceptor splice-site variant c.652-2A>C in the COL11A1 …

Effect Of Aging And Predonation Comorbidities On The Related Peripheral Blood Stem Cell Donor Experience: Report From The Related Donor Safety Study., Michael A. Pulsipher, Brent R. Logan, Pintip Chitphakdithai, Deidre M. Kiefer, Marcie L. Riches, J Douglas Rizzo, Paolo Anderlini, Susan F. Leitman, James W. Varni, Hati Kobusingye, Raeanne M. Besser, John P. Miller, Rebecca J. Drexler, Aly Abdel-Mageed, Ibrahim A. Ahmed, Luke P. Akard, Andrew S. Artz, Edward D. Ball, Ruthee-Lu Bayer, Carolyn Bigelow, Brian J. Bolwell, E Randolph Broun, Nancy J. Bunin, David C. Delgado, Katharine Duckworth, Christopher C. Dvorak, Theresa E. Hahn, Ann E. Haight, Parameswaran N. Hari, Brandon M. Hayes-Lattin, David A. Jacobsohn, Ann A. Jakubowski, Kimberly A. Kasow, Hillard M. Lazarus, Jane L. Liesveld, Michael Linenberger, Mark R. Litzow, Walter Longo, Margarida Magalhaes-Silverman, John M. Mccarty, Joseph P. Mcguirk, Shahram Mori, Vinod K. Prasad, Scott D. Rowley, Witold B. Rybka, Indira Sahdev, Jeffrey R. Schriber, George B. Selby, Paul J. Shaughnessy, Shalini Shenoy, Thomas Spitzer, William T. Tse, Joseph P. Uberti, Madhuri Vusirikala, Edmund K. Waller, Daniel J. Weisdorf, Gregory A. Yanik, Willis H. Navarro, Mary M. Horowitz, Galen E. Switzer, Bronwen E. Shaw, Dennis L. Confer

Manuscripts, Articles, Book Chapters and Other Papers

The development of reduced-intensity approaches for allogeneic hematopoietic cell transplantation has resulted in growing numbers of older related donors (RDs) of peripheral blood stem cells (PBSCs). The effects of age on donation efficacy, toxicity, and long-term recovery in RDs are poorly understood. To address this we analyzed hematologic variables, pain, donation-related symptoms, and recovery in 1211 PBSC RDs aged 18 to 79 enrolled in the Related Donor Safety Study. RDs aged > 60 had a lower median CD34+ level before apheresis compared with younger RDs (age > 60, 59 × 106/L; age 41 to 60, 81 × 106/L; age 18 to 40, …

Compromised User Credentials Detection In A Digital Enterprise Using Behavioral Analytics, Saleh Shah, Babar Shah, Adnan Amin, Feras Al-Obeidat, Francis Chow, Fernando Joaquim Lopes Moreira, Sajid Anwar

All Works

© 2018 In today's digital age, the digital transformation is necessary for almost every competitive enterprise in terms of having access to the best resources and ensuring customer satisfaction. However, due to such rewards, these enterprises are facing key concerns around the risk of next-generation data security or cybercrime which is continually increasing issue due to the digital transformation four essential pillars—cloud computing, big data analytics, social and mobile computing. Data transformation-driven enterprises should ready to handle this next-generation data security problem, in particular, the compromised user credential (CUC). When an intruder or cybercriminal develops trust relationships as a legitimate …

From Paris To Pittsburgh: U.S. State And Local Leadership In An Era Of Trump, Vicki Arroyo

Georgetown Law Faculty Publications and Other Works

States and cities have long been leaders on clean energy and climate policy. Their work has informed development of federal policies including motor vehicle standards and the Clean Power Plan. With the election of President Trump and the increasingly severe impacts of climate change, subnational leadership has become even more important and urgent. In response, many states and cities have pledged to enact new policies to mitigate the effects of climate change and help communities adapt. This Article focuses on recent developments in subnational leadership on both climate mitigation and adaptation to demonstrate the breadth and depth of engagement by …

Exoatmospheric Plowshares: Using A Nuclear Explosive Device For Planetary Defense Against An Incoming Asteroid, David A. Koplow

Georgetown Law Faculty Publications and Other Works

What should be done if we suddenly discover a large asteroid on a collision course with Earth? The consequences of an impact could be enormous—scientists believe that such a strike 60 million years ago led to the extinction of the dinosaurs, and something of similar magnitude could happen again. Although no such extraterrestrial threat now looms on the horizon, astronomers concede that they cannot detect all the potentially hazardous “near-Earth objects,” and even more striking, they acknowledge that if such a danger were discerned, there is currently no proven capability for diverting or destroying it.

One possible response to this …

Originalism Versus Living Constitutionalism: The Conceptual Structure Of The Great Debate, Lawrence B. Solum

Georgetown Law Faculty Publications and Other Works

This Essay explores the conceptual structure of the great debate about “originalism” and “living constitutionalism.” The core of the great debate is substantive and addresses the normative question, “What is the best theory of constitutional interpretation and construction?” That question leads to others, including questions about the various forms and variations of originalism and living constitutionalism. Originalists argue that the meaning of the constitutional text is fixed and that it should bind constitutional actors. Living constitutionalists contend that constitutional law can and should evolve in response to changing circumstances and values. This Essay advances a metalinguistic proposal for classifying theories …

2019 Accessibility Roundtable Customer Service Planning, Annie Bélanger

Presentations

Accessibility permeates all aspects of our public-facing work. Being accessible is in every aspect of workflow development and application for user services and support. Many more than the manager are involved in the development and application of our guidelines, practices and procedures. It is everyone’s responsibility.

The session covered:

• What is accessibility?
• Accessible Customer Service
  • Leading Practices
  • Practical approaches to delivery
  • Planning with Accessibility in Mind
  • Resources to learn more about accessibility in libraries

The session is premised on goal of accessibility, or moving beyond compliance. As such, accessible means that a person with a disability is afforded the opportunity …

Disclosure's Purpose, Hillary A. Sale

Georgetown Law Faculty Publications and Other Works

The United States securities regulatory infrastructure requires disclosure of a wide array of information both by and about covered companies. The basic purpose of the disclosures is to level the playing field – for investors, for issuers, and for the public. Although investor protection is the disclosure goal often touted, this article develops the purposes of disclosure extending beyond investors to issuers and the public. Indeed, the disclosure system is designed to level the playing field for issuers— addressing confidentiality concerns, for example. In addition, the system helps to promote confidence in the markets, which, in turn, enables growth and …

Mr. Try-It Goes To Washington: Law And Policy At The Agricultural Adjustment Administration, Daniel R. Ernst

Georgetown Law Faculty Publications and Other Works

In December 1933, Jerome Frank, the general counsel of the Agricultural Adjustment Administration but better for writing Law and the Modern Mind (1930), a sensational attack on legal formalism, told an audience at the Association of American Law Schools a parable about two lawyers in the New Deal, each forced to interpret same, ambiguous statutory language. The first lawyer, “Mr. Absolute,” reasoned from the text and canons of statutory interpretation without regard for the desirability of the outcome. “Mr. Try-It,” in contrast, began with the outcome he thought desirable. He then said to himself, “The administration is for it, and …

No Arbitrary Power: An Originalist Theory Of The Due Process Of Law, Randy E. Barnett, Evan Bernick

Georgetown Law Faculty Publications and Other Works

“Due process of law” is arguably the most controversial and frequently-litigated phrase in the American Constitution. Although the dominant originalist view has long been that Fifth and Fourteenth Amendment’s Due Process of Law Clauses are solely “process” guarantees and don’t constrain the “substance” of legislation at all, originalist scholars have in recent years made fresh inquiries into the historical evidence and concluded that there’s a weighty case for some form of substantive due process. In this Article, we review and critique these findings employing our theory of good-faith originalist interpretation and construction.

We begin by investigating the “letter” of the …

Envisioning Abolition Democracy, Allegra M. Mcleod

Georgetown Law Faculty Publications and Other Works

For decades, police in Chicago chained people in their custody to the wall in dark, windowless rooms and subjected their captives to beatings, electric shocks, anal rape, and racial abuse. In July 2016, members of the #LetUsBreathe Collective, created in the aftermath of numerous police killings in Chicago and elsewhere, occupied vacant lots adjacent to the Chicago Police Department’s Homan Square facility — one of the locations where such abuse occurred. The Collective sought justice, not through recourse to the criminal courts or civil litigation, but instead by reconceptualizing justice in connection with efforts to end reliance on imprisonment and …

Academic Library As Learning Space And As Collection: A Learning Commons' Effects On Collections And Related Resources And Services, Deeann Allison, Erica Defrain, Brianna D. Hitt, David C. Tyler

University of Nebraska-Lincoln Libraries: Faculty Publications

A tremendous amount has been written about the library as a learning space and about this model's two most popular outgrowths, the information commons and the learning commons. Little to nothing, however, has been written about how reshaping an academic/research library and repurposing library space affects the library as a collection, its resources, and its collections-related services. This study looks at the immediate impact of opening a learning commons in an academic/research library on circulation, document delivery and interlibrary loan requests for returnables, and on- and off-campus database accesses at one institution.

Additional tables and statistical analysis are contained in …

System Architecting Approach For Designing Deep Learning Models, Ram Deepak Gottapu, Cihan H. Dagli

Engineering Management and Systems Engineering Faculty Research & Creative Works

Deep Learning (DL) models have proven to be very effective in solving many challenging problems, especially, those related to computer vision, text, and speech. However, the design of such models is challenging because of the vast search space and computational complexity that needs to be explored. Our goal in this paper is to reduce the human effort required to design architectures by using a system architecture development process that allows the exploration of large design space by automating certain model construction, alternative generation, and assessment. The proposed framework is generic and targeted at all deep learning architectures that can be …

Histoplasma Capsulatum Periprosthetic Knee Infection Complicated By Autoimmune-Mediated Systemic Inflammatory Response Syndrome, Juan Carlos Suarez

All Publications

No abstract provided.

Development And Long-Term Stability Of A Comprehensive Daily Qa Program For A Modern Pencil Beam Scanning (Pbs) Proton Therapy Delivery System, Suresh Rana, Jaafar Bennouna, Alonso Gutierrez

All Publications

No abstract provided.

April 1, 2019, The Daily Mississippian

Daily Mississippian (all digitized issues)

No abstract provided.

Editors' Introduction, Janet Neyer, Deborah Meister, Elizabeth Brockman

Language Arts Journal of Michigan

No abstract provided.

A Dog, A Cat And Professional Development: How Two Bobbies Introduced Teachers To C3wp And Michigan’S Literacy Essentials, Delia King

Language Arts Journal of Michigan

This article demonstrates the important connections between the Language Arts Essentials K-3 with the NWP’s College, Career, and Community Writers Program.

Knotworking The College, Career, And Community Writers Program, Rachel Bear, Tom Fox

Language Arts Journal of Michigan

"Knotworking the College, Career, and Community Writers Program" examines its history and success through four "knots." Using Engeström's concept of "knotworking," the article explores the relationship of the program to national standards, mandated curricula, hyperpartisan public discourse, and student achievement.

Argument Writing Advanced Institute: Teaching Teachers To Utilize C3wp Units, Jessica Moman, Steffany Comfort Maher

Language Arts Journal of Michigan

No abstract provided.

Police-Community Collaboration In An Upper Midwest City, Samuel Imbody

Masters Theses

Recent clashes between law enforcement and civilians have brought the issue of police-community relations to the forefront of many political discourses. While community policing has achieved a degree of success in alleviating these problems, many of the issues raised by the seminal Kerner Commission in 1967 remain today. This phenomenological case study represents a contemporary look at a city named “Heartland,” which has received accolades from numerous organizations for its community policing efforts. The primary source of data were in-depth interviews with police officers, and members of community organizations in the city of Heartland, analyzing how these two parties collaborate …

Bedrock Topography Mapping Of The East Leroy And Climax 7.5’ Quadrangles, Mi Using Hvsr And Other Geophysical Methods, Tyler A. Norris

Masters Theses

Geophysical methods were used to estimate bedrock depths below sedimentary cover and infer previously unknown features in two adjacent topographic quadrangles (Climax & East Leroy) in Michigan, USA. The study area contains mostly Mississippian Shale bedrock overlain by Wisconsin-aged glacial drift deposited during multiple glacial advances and retreats of the Saginaw Lobe (Laurentide Ice Sheet). These glacial events created complex landform assemblages that have only recently been mapped in detail near-surface, but are still poorly understood in the subsurface. Buried bedrock valleys typically contain coarse glacial sediment and thus are valuable aquifers, but these can be difficult to locate due …

Nutrient Management Suggestions For Corn, Charles A. Shapiro, Richard Ferguson, Charles S. Wortmann, Bijesh Maharjan, Brian T. Krienke

Department of Agronomy and Horticulture: Faculty Publications

Fertilizer nutrient requirements for corn are based on expected yield and soil nutrient availability. The preplant nitrogen (N) recommendation equation, with adjustment for fertilizer cost and time of application, is retained from the previous edition of this publication. Suggestions for in-season nitrogen decisions are briefly outlined. The major change is providing a phosphorus (P) recommendation based on yield history with an implied intent to build and maintain soil test P above the critical level, which has not changed.

Increasing Distance Instruction Through Electronic Newsletters, Lauren Dubell, Edward "Cotton" Coslett

Library Presentations, Posters, and Audiovisual Materials

This poster details the new outreach method we utilized to increase our bibliographic instruction sessions with the distributed Brandman campuses served by the Chapman Leatherby Libraries. The use of our new electronic newsletter increased the amount of bibliographic instruction sessions that we performed during the 2017-18 year.

A Roundtable On Robert K. Brigham, Reckless: Henry Kissinger’S Responsibility For The Tragedy In Vietnam, Amanda Demmer, Richard A. Moss, Scott Laderman, Luke A. Nichter, David F. Schmitz, Robert K. Brigham

Presidential Studies Faculty Articles and Research

A set of reviews of Robert K. Brigham's Reckless: Henry Kissinger and the Tragedy of Vietnam, with a response from the author.

The Importance Of Goal Setting: Why Every Pharmacist Should Make Goal Setting A Habit, Albert Bach, Laressa Bethishou

Pharmacy Faculty Articles and Research

"But how many of us actually practice what we preach? We have pledged to apply our knowledge, experience, and skills to the best of our ability to assure optimal outcomes for our patients. As the pharmacy profession evolves, and as we train future generations of pharmacists, we have increased opportunities to expand our role and impact as a pharmacist. Goal setting is an important and valuable tool to support us in our personal and professional growth."

Vascular Plants Of The Big And Little Duck Lakes (Siskiyou County, California), James P. Smith Jr

Botanical Studies

No abstract provided.

Laudato Si, Marx, And A Human Motivation For Addressing Climate Change, Timothy A. Weidel

Philosophy Faculty Scholarship

In the face of climate change, moral motivation is central: why should individuals feel compelled to act to combat this problem? Justice-based responses miss two morally salient issues: that the key ethical relationship is between us and the environment, and there is something in it for us to act to aid our environment. In support of this thesis there are two seemingly disparate sources: Pope Francis’ encyclical Laudato Si and the early Marx’s account of human essence as species-being. Francis argues we must see nature as an “other” with whom we have a relationship, rather than dominating nature. Marx considers …