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2021

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Increasing Awareness Of Inclusive Stem Education Through A College-Level Student Research Group, Sami Kahn, Tiffany Agyarko, Grace Lanouette, Sean Lee, Courteney Wiredu Dec 2021

Increasing Awareness Of Inclusive Stem Education Through A College-Level Student Research Group, Sami Kahn, Tiffany Agyarko, Grace Lanouette, Sean Lee, Courteney Wiredu

Journal of Science Education for Students with Disabilities

The underrepresentation of persons with disabilities in STEM reflects not only a moral failing in society’s commitment to equity but also a practical dilemma as science benefits from the contributions of people with diverse perspectives. While teacher education programs attempt to address equity at the K-12 level, societal biases and misconceptions about who is “able” in science present persistent barriers for people with disabilities throughout the STEM pipeline, in higher education, employment, and beyond. How can we ensure that students with disabilities will encounter professors, employers, coworkers, and peers who are supportive of their efforts in STEM? To address this …


Portuguese Continental Islands As Coastal And Maritime Tourist Destinations. Ria Formosa: An Exploration Of Its Media Impact Through Marketing, Adalberto Dias De Carvalho, Cristiana Oliveira Dec 2021

Portuguese Continental Islands As Coastal And Maritime Tourist Destinations. Ria Formosa: An Exploration Of Its Media Impact Through Marketing, Adalberto Dias De Carvalho, Cristiana Oliveira

International Journal of Islands Research

This paper highlights the tourism promotional impacts of the tourism marketing strategies and the related media activities in relation to the Ria Formosa Natural Park, a set of islands located in the Algarve, in southern Portugal. It seeks to understand which representations are induced in the potential customers of a directly targeted tourist market. For this, we will use the conclusions of scientific studies on the geographical and physical reality of this territory and the content of the messages spread by intentionally directed marketing as well as the news spread by the media. Here we particularly reflect on the prevailing …


Application Of Competitive Intelligence For Insular Territories: Automatic Analysis Of Scientific And Technology Trends To Fight The Negative Effects Of Climate Change, Henri Dou, Pierre Fournie Dec 2021

Application Of Competitive Intelligence For Insular Territories: Automatic Analysis Of Scientific And Technology Trends To Fight The Negative Effects Of Climate Change, Henri Dou, Pierre Fournie

International Journal of Islands Research

Islands are fragile territories because of their geographical position. As a result, climate impacts can have serious consequences, of which some are irreversible. Therefore, it is necessary to allow insular territories to benefit from the latest scientific and technological advances in combating climate effects. The current article shows how to deal with automatic analysis of scientific information on the one hand, but also its applications via patents. We will analyse the latest scientific results as well as their possible applications using patent analysis. We will also focus on experts, laboratories, and leading companies, that are active on the field. The …


Island Sustainability-Predicted Impacts Of Climate Change On The Tourism Sector In Malta: Recent Experiences And Anecdotes From A Small Island, Andrew Jones Dr, Julian C. Zarb Dec 2021

Island Sustainability-Predicted Impacts Of Climate Change On The Tourism Sector In Malta: Recent Experiences And Anecdotes From A Small Island, Andrew Jones Dr, Julian C. Zarb

International Journal of Islands Research

This paper aims to review threats to, and consequences of current climate change predictions on tourism in Malta. The paper reviews recent published research on the impacts of climate change and consequences of such on the physical social and economic character of tourism operations in the Maltese islands. The validity and practicality of management options to tackle the complex nature and juxtaposition between tourism growth, environment and climate change, and tourism destination management are considered, including an evaluation of management responses, the efficacy of local governance and current and future policy options and choices. The research methodology is primarily focused …


Human-Nature Relationships In Raja Ampat: How Tourism Development In Coastal Areas Affects Residents’ Local Wisdom And Social Wellbeing, Timoti Tirta Dec 2021

Human-Nature Relationships In Raja Ampat: How Tourism Development In Coastal Areas Affects Residents’ Local Wisdom And Social Wellbeing, Timoti Tirta

International Journal of Islands Research

This article illustrates residents’ local wisdom and social well-being regarding tourism development in a coastal area. Tourism development is believed to cause various impacts in various aspects of residents’ life, such as economic, socio-cultural and environmental. This article will explain how those impacts, added to residents’ local wisdom, result in different perceptions from them. The research which was conducted for this article used qualitative methods, involving 18 informants in semi-structured interviews in Saporkren and Sawingrai, Raja Ampat. The research sought to elaborate the relationship between impacts, residents’ perceptions and their social well-being in the context of tourism development. The findings …


Climate Change-Induced Effects On Beach Degradation And Tourist Behaviour: A Review Of Previous Studies With Potential In An Island Tourism Context, Yen E. Lam González, Carmen Garcia, Matias M. González Hernández, Carmelo J. Leon Dec 2021

Climate Change-Induced Effects On Beach Degradation And Tourist Behaviour: A Review Of Previous Studies With Potential In An Island Tourism Context, Yen E. Lam González, Carmen Garcia, Matias M. González Hernández, Carmelo J. Leon

International Journal of Islands Research

This article conducts a qualitative meta-analysis of papers addressing the topic of climate change impacts on beach loss and degradation, and its relation to tourist behaviour (destination choice, willingness to re-visit, expenditure and willingness to pay). The main aim is to identify values that can be used in future research works in the context of island tourism. We found that the strong specialisation and fragmentation of data and methods limit the transferability potential of previous research analysing climate-induced effects on beaches and tourist behaviour. Researchers from different fields bring their own conceptual models which often address similar problems but use …


Removal Of Lead (Ii) From Polluted Seawater In Mukalla Coast, Hadhramout Using Biotechnology Of Dried Biomass Of Macroalgae, Gracilaria Sp And Sargassum Sp, Abdullah Salem Bawazir, Eman Hassan Ba Othman Dec 2021

Removal Of Lead (Ii) From Polluted Seawater In Mukalla Coast, Hadhramout Using Biotechnology Of Dried Biomass Of Macroalgae, Gracilaria Sp And Sargassum Sp, Abdullah Salem Bawazir, Eman Hassan Ba Othman

Hadhramout University Journal of Natural & Applied Sciences

This study aimed to remove lead ions (Pb²+) from seawater mixed with wastewater that discharged to Mukalla coast. Water samples were collected from points near the sewage discharging sampling station. Macroalgae samples, Gracilaria sp and Sargassum sp were used for bio-sorption of Pb²+ from seawater in the study area. Besides, this study aimed to assess the removal efficiency of lead-heavy metal ions (Pb²+) from polluted seawaters in Mukalla coast by Macroalgae biomass. The effect of pH values (4.5 –7.5 ± 0.5) and different adsorbent dosages were used on the adsorption process through Winter and Summer …


On The Stability Of First Order Ordinary Differential Equation With A Nonlocal Condition, Ebtisam Omer Bin-Taher Dec 2021

On The Stability Of First Order Ordinary Differential Equation With A Nonlocal Condition, Ebtisam Omer Bin-Taher

Hadhramout University Journal of Natural & Applied Sciences

In this paper we study the existence and uniqueness of solution for the first order differential equation,𝑑𝑥𝑑𝑡 + 𝑓(𝑡,𝑥(𝑡))=0,𝑡∈[0,𝑇] with the nonlocal condition 𝑥(1)+ 𝐼𝛾 𝑥(𝑡)|𝑡=𝑡𝑜=𝑥𝑜 ., then we prove that the solution is uniformly stable


The Generalized Q-Analogue Hermite Matrix Polynomials Of Two Variables, Fadhl Saleh Nasser Alsarahi Dec 2021

The Generalized Q-Analogue Hermite Matrix Polynomials Of Two Variables, Fadhl Saleh Nasser Alsarahi

Hadhramout University Journal of Natural & Applied Sciences

In this paper, we introduce the q-analogue generalized Hermite matrix polynomials of two variables. Some recurrence relations for these q-polynomials are derived.


Seventh And Twelfth-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohamed Bawazir Dec 2021

Seventh And Twelfth-Order Iterative Methods For Roots Of Nonlinear Equations, Hassan Mohamed Bawazir

Hadhramout University Journal of Natural & Applied Sciences

This study presents two iterative methods, based on Newton’s method, to attain the numerical solutions of nonlinear equations. We prove that our methods have seven and twelve orders of convergence. The analytical investigation has been established to show that our schemes have higher efficiency indexes than some recent methods. Numerical examples are executed to investigate the performance of the proposed schemes. Moreover, the theoretical order of convergence is verified on the numerical examples.


Comparative Study Of Different Fuzzy Models For Gas Compressibility Factor Prediction, Abdelrigeeb Ali Al-Gathe, Salem Obeid Baarimah, Abbas Mohamed Al-Khudafi Dec 2021

Comparative Study Of Different Fuzzy Models For Gas Compressibility Factor Prediction, Abdelrigeeb Ali Al-Gathe, Salem Obeid Baarimah, Abbas Mohamed Al-Khudafi

Hadhramout University Journal of Natural & Applied Sciences

Good estimation of gas compressibility factor (z-factor) of gas is an essential key in numerous gas and oil calculations. In the absence of experimental data, the iterative methods were run to estimate the z-factor. However, these methods are more complex and have a large number of factors, which require longer calculations. In addition, the accuracy of these correlations has become insufficient for the best estimations due to their limitations. The objective of this study is to test various Fuzzy Logic (FL) technique to develop a simple and robust approach. The FL has three types: Fuzzy c-means (FCM), grid partition (GP), …


Efficacy Of An Enhanced Implementation Strategy To Increase Parent Engagement With A Health Promotion Program In Childcare, Courtney T. Luecking, Cody D. Neshteruk, Stephanie Mazzucca, Dianne S. Ward Dec 2021

Efficacy Of An Enhanced Implementation Strategy To Increase Parent Engagement With A Health Promotion Program In Childcare, Courtney T. Luecking, Cody D. Neshteruk, Stephanie Mazzucca, Dianne S. Ward

Dietetics and Human Nutrition Faculty Publications

Previous efforts to involve parents in implementation of childcare-based health promotion interventions have yielded limited success, suggesting a need for different implementation strategies. This study evaluated the efficacy of an enhanced implementation strategy to increase parent engagement with Healthy Me, Healthy We. This quasi-experimental study included childcare centers from the second of two waves of a cluster-randomized trial. The standard approach (giving parents intervention materials, prompting participation at home, inviting participation with classroom events) was delivered in 2016–2017 (29 centers, 116 providers, and 199 parents). The enhanced approach (standard plus seeking feedback, identifying and addressing barriers to parent participation) …


Submission Of Amicus Curiae Observations In The Case Of The Prosecutor V. Dominic Ongwen, Erin Baines, Kamari M. Clarke, Mark A. Drumbl Dec 2021

Submission Of Amicus Curiae Observations In The Case Of The Prosecutor V. Dominic Ongwen, Erin Baines, Kamari M. Clarke, Mark A. Drumbl

Scholarly Articles

The important questions laid out by the Appeals Chamber in this case highlight the need for the proper delineation and interplay between mental illness and criminal responsibility under international law. Specifically, this case represents a watershed moment for the Appeals Chamber to set a framework for adjudicating mental illness in the context of collectivized child abuse and trauma. This is especially true for former child soldiers who occupy both a victim and alleged perpetrator status.


Usa V. Tyreek Styles Dec 2021

Usa V. Tyreek Styles

2021 Decisions

USDC for the Eastern District of Pennsylvania


Evaluation Of Gpu Acceleration For Wrf–Sfire, Joshua Benz Dec 2021

Evaluation Of Gpu Acceleration For Wrf–Sfire, Joshua Benz

Master's Projects

WRF–SFIRE is an open source, atmospheric–wildfire model that couples the WRF model with the level set fire spread model to simulate wildfires in real time. This model has many applications and more scientific questions can be asked and answered if the model can be run faster. Nvidia has put a lot of effort into easing the barrier of entry for accelerating applications with their tools to be run on GPUs. Various physical simulations have been successfully ported to utilize GPUs and have benefited from the speed increase. In this research, we take a look at WRF-SFIRE and try to use …


The Weekly Challenger, December 23, 2021, The Weekly Challenger, Et Al Dec 2021

The Weekly Challenger, December 23, 2021, The Weekly Challenger, Et Al

Weekly Challenger Newspaper Collection

The December 23, 2021, issue of The Weekly Challenger.


Development And Validation Of A Shortened And Practical Frailty Index For People With Intellectual Disabilities, J. D. Schoufour, A. Oppewal, M. C. Van Maurik, Thessa Hilgenkamp, R. G. Elbers, D. A.M. Maes-Festen Dec 2021

Development And Validation Of A Shortened And Practical Frailty Index For People With Intellectual Disabilities, J. D. Schoufour, A. Oppewal, M. C. Van Maurik, Thessa Hilgenkamp, R. G. Elbers, D. A.M. Maes-Festen

Physical Therapy Faculty Research

Background: There is no widely used instrument to detect frailty in people with intellectual disabilities (IDs). We aimed to develop and validate a shorter and more practical version of a published frailty index for people with IDs. Method: This study was part of the longitudinal ‘Healthy Ageing and Intellectual Disability’ study. We included 982 people with IDs aged 50 years and over. The previously developed and validated ID-Frailty Index consisting of 51 deficits was used as the basis for the shortened version, the ID-FI Short Form. Content of the ID-FI Short Form was based on statistics and clinical and practical …


All-Sky Search For Short Gravitational-Wave Bursts In The Third Advanced Ligo And Advanced Virgo Run, R. Abbott Dec 2021

All-Sky Search For Short Gravitational-Wave Bursts In The Third Advanced Ligo And Advanced Virgo Run, R. Abbott

Faculty Publications

This paper presents the results of a search for generic short-duration gravitational-wave transients in data from the third observing run of Advanced LIGO and Advanced Virgo. Transients with durations of milliseconds to a few seconds in the 24-4096 Hz frequency band are targeted by the search, with no assumptions made regarding the incoming signal direction, polarization, or morphology. Gravitational waves from compact binary coalescences that have been identified by other targeted analyses are detected, but no statistically significant evidence for other gravitational wave bursts is found. Sensitivities to a variety of signals are presented. These include updated upper limits on …


Amicus Curiae Observations By Public International Law & Policy Group, Milena Sterio, Michael P. Scharf, Paul R. Williams Dec 2021

Amicus Curiae Observations By Public International Law & Policy Group, Milena Sterio, Michael P. Scharf, Paul R. Williams

Law Faculty Briefs and Court Documents

The amicus brief argues that in a case where the defendant alleges a ground excluding criminal responsibility (an affirmative defense), such as mental illness or duress, the defendant has an evidentiary burden to produce some evidence to support his/her claim of mental illness or duress, but that the prosecution retains the legal burden of proof to establish the defendant's responsibility beyond reasonable doubt.

“This ruling will have repercussions for future cases where the defendant asserts a mental illness or duress affirmative defense. Depending on how the ICC decides, future defendants will have to meet a specific evidentiary (or legal) burden …


A Modest Proposal: Leveraging Private Enforcement Mechanisms And The Bayh-Dole Act To Reduce Drug Prices In The U.S. Healthcare Industry, Brittany Day Dec 2021

A Modest Proposal: Leveraging Private Enforcement Mechanisms And The Bayh-Dole Act To Reduce Drug Prices In The U.S. Healthcare Industry, Brittany Day

Duke Journal of Constitutional Law & Public Policy Sidebar

The United States healthcare system is one of the most expensive in the world. Unlike other products, when drug prices skyrocket, people may die. While advocating for various solutions, both the Biden and Trump administrations have recognized the importance of halting the rise of prescription drug prices. Most of the solutions advanced are focused on government-side initiatives, such as allowing Medicare to directly negotiate with pharmaceutical companies. Yet, the "march-in rights" built into the Bayh-Dole Act create an opportunity to set up a mechanism that would invite private actors to sue pharmaceutical companies for unconscionable drug pricing. The Bayh-Dole Act …


Affective Computing For Late-Life Mood And Cognitive Disorders, Erin Smith, Eric A. Storch, Ipsit Vahia, Stephen T.C. Wong, Helen Lavretsky, Jeffrey L. Cummings, Harris A. Eyre Dec 2021

Affective Computing For Late-Life Mood And Cognitive Disorders, Erin Smith, Eric A. Storch, Ipsit Vahia, Stephen T.C. Wong, Helen Lavretsky, Jeffrey L. Cummings, Harris A. Eyre

Brain Health Faculty Research

Affective computing (also referred to as artificial emotion intelligence or emotion AI) is the study and development of systems and devices that can recognize, interpret, process, and simulate emotion or other affective phenomena. With the rapid growth in the aging population around the world, affective computing has immense potential to benefit the treatment and care of late-life mood and cognitive disorders. For late-life depression, affective computing ranging from vocal biomarkers to facial expressions to social media behavioral analysis can be used to address inadequacies of current screening and diagnostic approaches, mitigate loneliness and isolation, provide more personalized treatment approaches, and …


Workflow Critical Path: A Data-Oriented Critical Path Metric For Holistic Hpc Workflows, Daniel D. Nguyen, Karen L. Karavanic Dec 2021

Workflow Critical Path: A Data-Oriented Critical Path Metric For Holistic Hpc Workflows, Daniel D. Nguyen, Karen L. Karavanic

Computer Science Faculty Publications and Presentations

Current trends in HPC, such as the push to exascale, convergence with Big Data, and growing complexity of HPC applications, have created gaps that traditional performance tools do not cover. One example is Holistic HPC Workflows — HPC workflows comprising multiple codes, paradigms, or platforms that are not developed using a workflow management system. To diagnose the performance of these applications, we define a new metric called Workflow Critical Path (WCP), a data-oriented metric for Holistic HPC Workflows. WCP constructs graphs that span across the workflow codes and platforms, using data states as vertices and data mutations as edges. …


Attitudes Toward Pursuing Genetic Testing Among Parents Of Children With Autism Spectrum Disorder In Taiwan: A Qualitative Investigation, Zihan Zhang, Justin Kramer, Haocen Wang, Wei-Ju Chen, Tse-Yang Huang, Yann-Jang Chen, Tung-Sung Tseng, Lei-Shih Chen Dec 2021

Attitudes Toward Pursuing Genetic Testing Among Parents Of Children With Autism Spectrum Disorder In Taiwan: A Qualitative Investigation, Zihan Zhang, Justin Kramer, Haocen Wang, Wei-Ju Chen, Tse-Yang Huang, Yann-Jang Chen, Tung-Sung Tseng, Lei-Shih Chen

School of Public Health Faculty Publications

Background: The diagnosis of autism spectrum disorder (ASD) cases is increasing in Taiwan. Genetic testing for children with ASD offers several potential benefits and is available with out-of-pocket expenses. Parents play a pivotal role in having their children with ASD tested; therefore, understanding their perceptions of, and perceived barriers to genetic testing is vital. Methods: Semi-structured interviews were conducted with 39 parents of children with ASD in Taiwan. Interviews were recorded and transcribed verbatim. NVivo 12 software (QSR International, Doncaster, Australia) was used to facilitate an inductive coding methodology. Results: The majority of participants (74.4%) supported ASD genetic testing for …


Paving The Way For Mind-Reading: Reinterpreting "Coercion" In Article 17 Of The Third Geneva Convention, John Zarrilli Dec 2021

Paving The Way For Mind-Reading: Reinterpreting "Coercion" In Article 17 Of The Third Geneva Convention, John Zarrilli

Duke Journal of Constitutional Law & Public Policy Sidebar

Mind-reading is no longer a concept confined to the world of science-fiction: "Brain reading technologies are rapidly being developed in a number of neuroscience fields." One obvious application is to the field of criminal justice: Mind-reading technology can potentially aid investigators in assessing critical legal questions such as guilt, legal insanity, and the risk of recidivism. Two current techniques have received the most scholarly attention for their potential in aiding interrogators in determining guilt: brain-based lie detection and brain-based memory detection. The growing ability to peer inside someone's mind raises significant legal issues. A number of American scholars, especially in …


Ferpa And State Open Records Laws: What The North Carolina Supreme Court Got Wrong In Dth Media Corp. V. Folt, And How Courts & Congress Can Take Measures To Reconcile Privacy And Access Interests, Danielle Siegel Dec 2021

Ferpa And State Open Records Laws: What The North Carolina Supreme Court Got Wrong In Dth Media Corp. V. Folt, And How Courts & Congress Can Take Measures To Reconcile Privacy And Access Interests, Danielle Siegel

Duke Journal of Constitutional Law & Public Policy Sidebar

Over the past few years, courts across the country have confronted a common scenario. Members of the public and media request records from a public university pertaining to its investigations of sexual assault and misconduct on campus. Then, media outlets contend they have a right to access these records under state open records laws. But the university claims that it cannot, or will not, disclose the records under the Family Educational Rights and Privacy Act of 1974 ("FERPA").

The media outlet then files suit to compel disclosure. This Note explores the competing privacy and access interests at stake in this …


Linguistic Variation From Cognitive Variability: The Case Of English 'Have', Muye Zhang Dec 2021

Linguistic Variation From Cognitive Variability: The Case Of English 'Have', Muye Zhang

Linguistics Graduate Dissertations

In this dissertation, I seek to construct a model of meaning variation built upon variability in linguistic structure, conceptual structure, and cognitive makeup, and in doing so, exemplify an approach to studying meaning that is both linguistically principled and neuropsychologically grounded. As my test case, I make use of the English lexical item ‘have' by proposing a novel analysis of its meaning based on its well-described variability in English and its embed- ding into crosslinguistically consistent patterns of variation and change.

I support this analysis by investigating its real-time comprehension patterns through behavioral, electropsychophysiological, and hemodynamic brain data, thereby incorporating …


Splashing Of Large Helium Nanodroplets Upon Surface Collisions, Paul Martini, Simon Albertini, Felix Laimer, Miriam Meyer, Michael Gatchell, Olof E. Echt, Fabio Zappa, Paul Scheier Dec 2021

Splashing Of Large Helium Nanodroplets Upon Surface Collisions, Paul Martini, Simon Albertini, Felix Laimer, Miriam Meyer, Michael Gatchell, Olof E. Echt, Fabio Zappa, Paul Scheier

Faculty Publications

In the present work we observe that helium nanodroplets colliding with surfaces can exhibit splashing in a way that is analogous to classical liquids. We use transmission electron microscopy and mass spectrometry to demonstrate that neutral and ionic dopants embedded in the droplets are efficiently backscattered in such events. High abundances of weakly bound He-tagged ions of both polarities indicate a gentle extraction mechanism of these ions from the droplets upon collision with a solid surface. This backscattering process is observed for dopant particles with masses up to 400 kilodaltons, indicating an unexpected mechanism that effectively lowers deposition rates of …


The Death Row Phenomenon: A Prohibition Against Torture, Cruel, Inhuman And Degrading Treatment Or Punishment, Nkem Adeleye Dec 2021

The Death Row Phenomenon: A Prohibition Against Torture, Cruel, Inhuman And Degrading Treatment Or Punishment, Nkem Adeleye

San Diego Law Review

Several debates on the legitimacy, constitutionality, and acceptability of the death penalty have arisen throughout the years. The death row phenomenon refers to the psychological effects on prisoners of being on death row for a prolonged period while awaiting an imminent execution under harsh conditions of confinement. Having been declared a violation of a customary norm of international law by several international tribunals and national courts, this Article explores the possibility of the death row phenomenon, as a legal concept, becoming widely accepted and ultimately preventing the execution of another category of offenders. The existence of a lack of judicial …


Eradicating Race-Based Health Disparities By Effectuating The Fair Housing Act's De-Segregation Intent, Parisa Ijadi-Maghsoodi Dec 2021

Eradicating Race-Based Health Disparities By Effectuating The Fair Housing Act's De-Segregation Intent, Parisa Ijadi-Maghsoodi

San Diego Law Review

This Article illustrates how Congress did not adopt this anti-segregation legislation in a vacuum. Rather, as the Supreme Court recently acknowledged, the FHA was a response to racial segregation. Congress enacted the legislation days after Dr. Martin Luther King Jr.’s assassination and on the heels of the Kerner Commission’s report, which identified segregation as the cause of unprecedented nationwide civil unrest.

Part II of this Article demonstrates how housing is a major determinant of health, identifies the extent to which our nation is segregated, and illustrates how segregation exacerbates health inequities among racial and ethnic lines. Part III presents the …


Explaining Deep Learning Models For Tabular Data Using Layer-Wise Relevance Propagation, Ihsan Ullah, Andre Rios, Vaibhov Gala, Susan Mckeever Dec 2021

Explaining Deep Learning Models For Tabular Data Using Layer-Wise Relevance Propagation, Ihsan Ullah, Andre Rios, Vaibhov Gala, Susan Mckeever

Articles

Trust and credibility in machine learning models are bolstered by the ability of a model to explain its decisions. While explainability of deep learning models is a well-known challenge, a further challenge is clarity of the explanation itself for relevant stakeholders of the model. Layer-wise Relevance Propagation (LRP), an established explainability technique developed for deep models in computer vision, provides intuitive human-readable heat maps of input images. We present the novel application of LRP with tabular datasets containing mixed data (categorical and numerical) using a deep neural network (1D-CNN), for Credit Card Fraud detection and Telecom Customer Churn prediction use …