Digital Commons Network^™

The Grace Programming Language Draft Specification Version 0.3.1261, Andrew P. Black, Kim B. Bruce, James Noble

Computer Science Faculty Publications and Presentations

This is a specification of the Grace Programming Language. This specification is notably incomplete, and everything is subject to change.

On The Role Of Shape Prototypes In Hierarchical Models Of Vision, Michael David Thomure, Melanie Mitchell, Garrett T. Kenyon

Computer Science Faculty Publications and Presentations

We investigate the role of learned shape-prototypes in an influential family of hierarchical neural-network models of vision. Central to these networks’ design is a dictionary of learned shapes, which are meant to respond to discriminative visual patterns in the input. While higher-level features based on such learned prototypes have been cited as key for viewpointinvariant object-recognition in these models [1], [2], we show that high performance on invariant object-recognition tasks can be obtained by using a simple set of unlearned, “shape-free” features. This behavior is robust to the size of the network. These results call into question the roles of …

The Problem Of Semantics In The Metadata Mess, Veronika Margaret Megler, David Maier

Computer Science Faculty Publications and Presentations

This presentation addresses problems related to the volume of available scientific data, and its accessibility or inaccessibility to researchers who seek it. Topics addressed include metadata and reducing semantic diversity, especially as they refer to geospatial and other architectures

Taming The Metadata Mess, Veronika Margaret Megler

Computer Science Faculty Publications and Presentations

The rapid growth of scientific data shows no sign of abating. This growth has led to a new problem: with so much scientific data at hand, stored in thousands of datasets, how can scientists find the datasets most relevant to their research interests? We have addressed this problem by adapting Information Retrieval techniques, developed for searching text documents, into the world of (primarily numeric) scientific data. We propose an approach that uses a blend of automated and “semi-curated” methods to extract metadata from large archives of scientific data, then evaluates ranked searches over this metadata. We describe a challenge identified …

Interpreting Individual Classifications Of Hierarchical Networks, Will Landecker, Michael David Thomure, Luis M.A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby

Computer Science Faculty Publications and Presentations

Hierarchical networks are known to achieve high classification accuracy on difficult machine-learning tasks. For many applications, a clear explanation of why the data was classified a certain way is just as important as the classification itself. However, the complexity of hierarchical networks makes them ill-suited for existing explanation methods. We propose a new method, contribution propagation, that gives per-instance explanations of a trained network's classifications. We give theoretical foundations for the proposed method, and evaluate its correctness empirically. Finally, we use the resulting explanations to reveal unexpected behavior of networks that achieve high accuracy on visual object-recognition tasks using well-known …

Violence's Law Israel's Campaign To Transform International Legal Norms, George Bisharat

Faculty Scholarship

No abstract provided.

Intellectual Property Wrongs, Robin Feldman

Faculty Scholarship

No abstract provided.

On Kripke's Puzzle About Time And Thought, Rohit J. Parikh

Publications and Research

We discuss a variant of a puzzle introduced by Saul Kripke.

The Graying Of People With Intellectual And Developmental Disabilities: Organizational Efforts Of Community Service Providers In Adapting Facilities And Programming To Meet The Needs Of Older Adults, Donna M. Corrado

Dissertations, Theses, and Capstone Projects

Persons with intellectual and developmental disabilities are living longer, thereby creating unique challenges for the aging and disabilities networks. This qualitative multicase study explored the ways in which six community service organizations serving people with intellectual and developmental disabilities have adapted their facilities and programming in response to the growing cohort of older persons in their care. The study focused on the following adaptations: physical plant, financial models, workforce, medical care and programming. Twenty-two in-depth interviews were conducted with executive-level staff of the six participating organizations. Data was triangulated through examination of archival data, organizational documents, agency web sites, and …

From Property Abandonment To Predatory Equity: Writings On Financialization And Urban Space In New York City, Desiree Justina Fields

Dissertations, Theses, and Capstone Projects

Financial markets, actors and imperatives are increasingly central to today's global capitalism, even in areas of the economy traditionally distinct from finance, such as real estate. This financialization changes the role of mortgage capital in urban space from building place-bound wealth to facilitating the extraction of value from place. This dissertation addresses questions about how financialization operates in the rental market, specifically its relation to: earlier processes of urban disinvestment, ongoing social and political struggles around urban space, the meaning of home and social reproduction. These questions correspond to broader theoretical debates about the contingent relationship between today's urban context …

"Banding Together": Biosociality, Weight Loss Surgery, And Neoliberal Discourses Around Obesity, Zoë C. Meleo-Erwin

Dissertations, Theses, and Capstone Projects

Drawing on post-structuralist and feminist theories about the relationship between knowledge, power, bodies, health, and subjectification, in this dissertation I critically analyze the experience of individuals who were medically diagnosed as obese or morbidly obese and underwent bariatric (weight loss) surgery. During the late 20th and early 21st century, the United States saw an explosion of discourse and anxiety about rising population body weights. In national public health addresses, obesity was commonly referred to as a threat to the nation state. During this same time period, anti-fat stigma significantly increased and the number of bariatric surgeries performed skyrocketed. I argue …

Edward Cooper As Curator Of The Civil Rules, Geoffrey C. Hazard Jr.

Faculty Scholarship

No abstract provided.

Can The Blind Lead The Blind? Rethinking Equal Protection Jurisprudence Through An Empirical Examination Of Blind People's Understanding Of Race, Osagie K. Obasogie

Faculty Scholarship

No abstract provided.

Nonnegativity Of Exact And Numerical Solutions Of Some Chemotactic Models, Patrick De Leenheer, Jay Gopalakrishnan, Erica Zuhr

Mathematics and Statistics Faculty Publications and Presentations

We investigate nonnegativity of exact and numerical solutions to a generalized Keller–Segel model. This model includes the so-called “minimal” Keller–Segel model, but can cover more general chemistry. We use maximum principles and invariant sets to prove that all components of the solution of the generalized model are nonnegative. We then derive numerical methods, using finite element techniques, for the generalized Keller–Segel model. Adapting the ideas in our proof of nonnegativity of exact solutions to the discrete setting, we are able to show nonnegativity of discrete solutions from the numerical methods under certain standard assumptions. One of the numerical methods is …

A New Theory Of The State Corporate Income Tax: The State Corporate Income Tax As Retail Sales Tax Complement, Darien Shanske

Faculty Scholarship

No abstract provided.

Compositional Diversity In The Atmospheres Of Hot Neptunes, With Application To Gj 436b, J. I. Moses, M. R. Line, Channon Visscher, M. R. Richardson, N. Nettleman, J. J. Fortney, T. S. Barman, K. B. Stevenson, N. Madhusudhan

Faculty Work Comprehensive List

Neptune-sized extrasolar planets that orbit relatively close to their host stars—often called "hot Neptunes"—are common within the known population of exoplanets and planetary candidates. Similar to our own Uranus and Neptune, inefficient accretion of nebular gas is expected produce hot Neptunes whose masses are dominated by elements heavier than hydrogen and helium. At high atmospheric metallicities of 10-10,000 times solar, hot Neptunes will exhibit an interesting continuum of atmospheric compositions, ranging from more Neptune-like, H₂-dominated atmospheres to more Venus-like, CO₂-dominated atmospheres. We explore the predicted equilibrium and disequilibrium chemistry of generic hot Neptunes and find that …

Chemistry Of Impact-Generated Silicate Melt-Vapor Debris Disks, Channon Visscher, Bruce Fegley Jr.

Faculty Work Comprehensive List

In the giant impact theory for lunar origin, the Moon forms from material ejected by the impact into an Earth-orbiting disk. Here we report the initial results from a silicate melt-vapor equilibrium chemistry model for such impact-generated planetary debris disks. In order to simulate the chemical behavior of a two-phase (melt+vapor) disk, we calculate the temperature-dependent pressure and chemical composition of vapor in equilibrium with molten silicate from 2000 to 4000 K. We consider the elements O, Na, K, Fe, Si, Mg, Ca, Al, Ti, and Zn for a range of bulk silicate compositions (Earth, Moon, Mars, eucrite parent body, …

Effects Of Hypertension And Diabetes On Sentence Comprehension In Aging, Dalia Cahana-Amitay, Martin Albert, Emmanuel Ojo, Jesse Sayers, Mira Goral, Loraine Obler, Avron Spiro Iii

Publications and Research

Objectives. To assess the impact of hypertension and diabetes mellitus on sentence comprehension in older adults.

Method. Two hundred and ninety-five adults aged 55 to 84 (52% men) participated in this study. Self-report mail survey combined with medical evaluations were used to determine eligibility. Multiple sources were used to determine whether hypertension and diabetes were present or absent and controlled or uncontrolled. Sentence comprehension was evaluated with two tasks: embedded sentences (ES) and sentences with multiple negatives (MN). Outcome measures were percent accuracy and mean reaction time of correct responses on each task.

Results. Regression models adjusted for age, gender, …

Hemispheric Processing Of Vocal Emblem Sounds, Yael Neumann-Werth, Erika Levy, Loraine Obler

Publications and Research

Vocal emblems, such as shh and brr, are speech sounds that have linguistic and nonlinguistic features; thus, it is unclear how they are processed in the brain. Five adult dextral individuals with left-brain damage and moderate– severe Wernicke’s aphasia, five adult dextral individuals with right-brain damage, and five Controls participated in two tasks: (1) matching vocal emblems to photographs (‘picture task’) and (2) matching vocal emblems to verbal translations (‘phrase task’). Cross-group statistical analyses on items on which the Controls performed at ceiling revealed lower accuracy by the group with left-brain damage (than by Controls) on both tasks, and …

Comment On "Density And Physical Current Density Functional Theory", Xiao-Yin Pan, Viraht Sahni

Publications and Research

In this letter to the editor, the authors comment on an earlier article they had published, "Density and Physical Current Density Functional Theory" (Pan, X.-Y. and Sahni, V. (2010), Density and physical current density functional theory. Int. J. Quantum Chem., 110: 2833–2843. doi: 10.1002/qua.22862).

Claiming Space, Redefining Politics: Urban Protest And Grassroots Power In Bolivia, Carwil Bjork-James

Dissertations, Theses, and Capstone Projects

This dissertation analyzes the role of space-claiming protests by primarily left grassroots social movements in Bolivia's current political transformation. Space claiming includes mass protests that physically control or symbolically claim urban space through occupations of plazas and roads, sit-ins, blockades, and other measures. As a theoretical construct, space claiming brings together tactics of collective action and meanings of public spaces, and looks at the consequences of their interaction. This dissertation is based on ethnographic engagement and oral interviews with protest participants and their state interlocutors during twelve months of fieldwork and archival research. By using detailed ethnographic evidence--of social life …

Diversity, Resource Partitioning, And Species Turnover In Neotropical Saproxylic Beetles (Coleoptera: Cerambycidae, Curculionidae) Associated With Trees In The Brazil Nut Family (Lecythidaceae), Joyce Lynn Fassbender

Dissertations, Theses, and Capstone Projects

Deforestation and global changes in temperature and moisture associated with rising levels of greenhouse gases are expected to have strong, direct effects on abundance of wood-boring beetles through loss of larval feeding substrates, and indirect effects through climate and microclimate change. This dissertation examines Neotropical saproxylic beetle (Coleoptera: Curculionidae) diversity, niche breadth, and resource partitioning, and predicts possible impacts of climate change. Data from beetle rearing experiments conducted in French Guiana and Peru were analyzed to assess species richness, abundance, host specificity, seasonality and stratification of wood-boring beetles associated with the Brazil nut family (Lecythidaceae). Niche stability was assessed over …

Medicinal Plants Of Northern Thailand For The Treatment Of Cognitive Impairment In The Elderly, Lisa C. Offringa

Dissertations, Theses, and Capstone Projects

Dementia is a progressive neurological disease affecting memory and behavior. The diagnosis of dementia is increasing exponentially worldwide and with it the potential risk for a severe social and economic burden of caring for an increasing debilitated elderly population. Cognitive impairment, and especially memory loss, can be the first indication of dementia. This study documents the treatment of cognitive impairment in the elderly by Thai traditional healers in northern Thailand usingmedicinal plants. Interviews were conducted from 2008-2012 to investigate the etiology of dementia in Thai Traditional Medicine and identify plants used to treat memory loss in the pharmacopeia of northern …

Two Sides To A Drum: Duality In Trinidad Orisha Music And Culture, Ryan J. Bazinet

Dissertations, Theses, and Capstone Projects

This dissertation presents an ethnographic and historical study of music and culture in the Yoruba-derived Trinidad Orisha religion in Trinidad and New York City. Its objectives are: (1) to provide description and documentation of Trinidad Orisha music, an understudied music genre in the African diaspora; (2) to shed light on the historical, cultural, and demographic factors contributing to the development of Trinidad Orisha music by its practitioners; and (3) to provide substance for meaningful comparisons between Trinidad Orisha music and other Yoruba-derived musics.

Based on four years of fieldwork (2008-2012) in Trinidad and in Brooklyn, NY, the study explores Trinidad …

Understanding A Pest: Phylogeography And Systematics Of The Plum Curculio (Conotrachelus Nenuphar), Samuel N. Crane

Dissertations, Theses, and Capstone Projects

The plum curculio (Conotrachelus nenuphar Herbst) (Coleoptera: Curculionidae) is an economically and ecologically important pest in North America but is understudied despite having a long history in the scientific literature. Its chemical ecology, life history habits, and distribution are all well characterized. However, there is a dearth of knowledge concerning the population structure and evolutionary history of the species. This study aims to use methods from evolutionary biology to better understand an agricultural pest species and provide tools to aid in its management.

Existing taxonomic classifications of North American Conotrachelus species have been tested for the first time. Using …

Some Kind Of Monstrosity: What Youth Ministry Can Learn From Heavy Metal, Jason Lief

Faculty Work Comprehensive List

This article brings Slovoj Zizek’s articulation of Pauline Christianity into conversation with Norwegian Black Metal (Gorgoroth) in order to demonstrate the subversive role of popular culture as it challenges the panoptic ideological power of the status quo. Through dialogue with elements of popular culture, like Black Metal, youth ministry is reminded of its prophetic function to challenge the powers of this age as it proclaims the monstrosity of the crucified and resurrected Christ.

Play, Collaborate, Break, Build, Share: 'Screwing Around' In Digital Pedagogy, Katherine D. Harris

Faculty Research, Scholarly, and Creative Activity

Digital Humanities has become a “hot” topic in academia over the last few years (as of 2012), primarily in research and scholarship. While many push forward into new realms of using technology to articulate cool findings, others at non research intensive universities are moving forward with engaging their undergraduate students in var ious forms of Digital Pedagogy, a facet of Digital Humanities. Single day bloom and fade projects, individual assignments, and larger scaffolded projects all comprise Digital Humanities curriculum. Here, I provide examples of all three types of projects an d include a discussion about risk, play, and productive failure …