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Articles 1291 - 1320 of 10833
Full-Text Articles in Entire DC Network
Perception Of Inclusion Among Minority Civilian Personnel Within The Military Departments And Defense Agencies Of The Department Of Defense, René Moreno
Master's Projects
As the racial and ethnic composition of the United States’ population becomes increasingly diverse, government agencies must adhere to the theory of representative bureaucracy and promote a workforce reflective of the diverse American population (Mosher, 1968). Scholars reason that public administrators must be diligent in developing systems and structures to ensure that the public administration workforce appropriately embodies the communities they support (Pitts & Wise, 2010). Organizations have adopted diversity management practices to establish a mechanism that promotes diversity within their workforce. Researchers argue that organizations must accompany diversity management with a culture of inclusion to build an environment that …
Impact Of Mindfulness Practice On Compassion Fatigue In Pediatric Cardiovascular Critical Care Nurses: A Quality Improvement Project, Kendy Luu
Doctoral Projects
Background: A considerable proportion of the extant literature on healthcare has documented compassion fatigue (CF) as a major factor that contributes to poor job performance, satisfaction, and negative patient outcomes (Figley, 2002). CF is well known to negatively impact patient care and outcome, relationships, and job satisfaction among pediatric cardiovascular intensive care (CVICU) nurses. Developing interventions to reduce burnout and CF bear the potential to reduce costs and improve quality care; one particularly promising approach in this regard is the practice of mindfulness-based stress reduction (MBSR). Purpose: This quality improvement project aimed to determine the impact of an abbreviated MBSR …
Industry And Malady: Entanglements Of Power, Culture, And Disease Afflicting Breast Cancer Patients In The Bay Area, Brieann N. Deornellas
Industry And Malady: Entanglements Of Power, Culture, And Disease Afflicting Breast Cancer Patients In The Bay Area, Brieann N. Deornellas
Master's Theses
Breast cancer is the most common form of cancer in the United States and, apart from some forms of skin cancer, is the most common cancer diagnosis for women. In 2021, the U.S Surveillance, Epidemiology, and End Results reported that approximately 281,550 women were diagnosed with, and 43,600 died of the breast cancer. Despite advancements in testing and treatments, about one in eight women will develop breast cancer in her lifetime, and breast cancer has the highest cancer death rate for women, excluding lung cancer.Studies have also shown that breast cancer prognosis and mortality is not uniform, and is statistically …
The Relationship Between Goal Types And Job Performance: Exploring The Moderating Effect Of Self-Efficacy, Stefani Ewell
The Relationship Between Goal Types And Job Performance: Exploring The Moderating Effect Of Self-Efficacy, Stefani Ewell
Master's Theses
Motivation to improve performance within the workplace has long been an area of interest for leaders in organizations. While goal setting is often used as a motivational theory to improve performance, further guidelines are needed to ensure the full positive effects of goal setting are realized. The purpose of this study was to understand the effect of four goal types (outcome, performance, process, and personal-best goals) on performance in the workplace. Another purpose of this study was to examine whether the effectiveness of goal types may change as a function of self-efficacy. Performance was measured in two ways: completeness and …
The Effects Of Disability Status And Employment Level In Shaping Employee Perceptions: A Vignette Study Of Employees Who Are Blind, Raymond Bennett
The Effects Of Disability Status And Employment Level In Shaping Employee Perceptions: A Vignette Study Of Employees Who Are Blind, Raymond Bennett
Master's Theses
This study sought to understand the impact of disability status and level of employment (i.e., supervisor or employee) on ratings of performance outcomes and legitimately earning one’s role. It was hypothesized that leaders with disability (LWD) would be rated as poorer performers compared to non-disabled leaders and that co-workers with disability (CWD) would be rated more favorably than LWD. It was also hypothesized that the perceived legitimacy of disability status would moderate the impact of disability status and employment level on performance outcomes. 102 participants read one of four vignettes describing an organization member they regularly interacted with and responded …
The Relationship Between Transformational Leadership And Affective Commitment And Intent To Leave The Organization: The Mediating Role Of Psychological Empowerment, Neiry Lara
Master's Theses
The leadership style of organizational leaders has important implications for organizations and their employees. Transformational leadership has been studied extensively due to the numerous positive outcomes. Unfortunately, not much research has focused on the mediating mechanism between transformational leadership and outcomes. Therefore, the present study explored the mediating role of psychological empowerment on the relationship between transformational leadership and the outcomes of affective organizational commitment and turnover intentions. It was hypothesized that psychological empowerment would act as a mediator between transformational leadership and affective organizational commitment and turnover intentions. Results of an online survey from 111 employed individuals showed that …
Attitudes Toward Social Activism By Professional Athletes, Aaron M. Flores
Attitudes Toward Social Activism By Professional Athletes, Aaron M. Flores
Master's Theses
Many professional athletes have raised awareness about and publicly protested social injustices. Athlete activism research has generally supported that such activism results in harsh backlash against the athletes, stemming from beliefs that politics and social justice protests do not belong in sports; patriotic/nationalistic values leading individuals to view such protests as un-American; and racial beliefs and attitudes, especially towards African American athletes. While robust, much of this research is theoretical or qualitative in nature and mainly examined reactions towards Black football players, with less focus on White athletes or those in different sports. To address these gaps, the current research …
Amplifying Testimonios Of Latino Male Student Success, Jilian Gómez
Amplifying Testimonios Of Latino Male Student Success, Jilian Gómez
Master's Theses
The purpose of this qualitative counternarrative ethnographic study was to explore the success stories and lived experiences of six Latino male students, utilizing an asset-based approach and consideration of intersectional identity, cultural wealth, and contextual settings. This asset-based theoretical framework, the Latino Male Student Success Paradigm, was developed and used to contextualize the Latino male students' testimonios of their experiences and how they advanced their academic success. A semi-structured interview protocol was used to invite testimonios from the research participants, which included discussions about their academic success. The testimonios provided insight into what facilitated their resiliency when facing adversity within …
Black, Green, And Young: A Case Study Assessing Implementation And Outcomes Of An Environmental Science, Technology, Engineering And Math Curriculum For Youth In West Oakland, California, Ashari A. Taylor-Watson
Black, Green, And Young: A Case Study Assessing Implementation And Outcomes Of An Environmental Science, Technology, Engineering And Math Curriculum For Youth In West Oakland, California, Ashari A. Taylor-Watson
Master's Theses
Environmental racism plagues low-income communities of color through exposure to environmental hazards, and the youth are most vulnerable. Environmental science, technology, engineering, and math (E-STEM) curriculums promoted as tools for corrective justice. Using a West Oakland, California Boys and Girls Club as a case study, I first describe the environmental awareness, attitudes, and actions of a group of six- to 13-year-old, predominantly African - American, children from this low-income community. I then examine the possible impacts of an E-STEM curriculum on participants, and I identify staff- and researcher-identified challenges to its implementation. During the study, the cohort experienced a heightened …
Examining Communibiology During Adrenal Stress Scenario Training In Feminist Self-Defense: An Experimental Study, Daniel A. Van Hook
Examining Communibiology During Adrenal Stress Scenario Training In Feminist Self-Defense: An Experimental Study, Daniel A. Van Hook
Master's Theses
In communication episodes featuring heightened stress, interactions that are perceived as threatening and evoke a sense of powerlessness often predict a cycle of victimization. Meanwhile, social interactions which affirm safety and agency amidst stress foster empowerment. This study utilized Hoplology, which studies stress inoculation against aggression and posttraumatic stress, and Communibiology, the study of neurobiology as an antecedent and outcome of communication, to explore (a) whether Adrenal Stress Scenario Training in Feminist Self-Defense (ASST-FSD) produces a physiological response to promote stress inoculation, (b) how anxiety impacts physiological response, and (c) reports of mental toughness. A 4-day ASST-FSD training pilot study …
Visual Task Classification Using Classic Machine Learning And Cnns, Devangi Vilas Chinchankarame, Noha Elfiky, Nada Attar
Visual Task Classification Using Classic Machine Learning And Cnns, Devangi Vilas Chinchankarame, Noha Elfiky, Nada Attar
Faculty Research, Scholarly, and Creative Activity
Our eyes actively perform tasks including, but not limited to, searching, comparing, and counting. This includes tasks in front of a computer, whether it be trivial activities like reading email, or video gaming, or more serious activities like drone management, or flight simulation. Understanding what type of visual task is being performed is important to develop intelligent user interfaces. In this work, we investigated standard machine and deep learning methods to identify the task type using eye-tracking data-including both raw numerical data and the visual representations of the user gaze scan paths and pupil size. To this end, we experimented …
Leveraging Initial Cognitive Load To Predict User Response To Complex Visual Tasks, Reem Albaghli, Yaman Jandali, Sarah Almahmid, Nada Attar
Leveraging Initial Cognitive Load To Predict User Response To Complex Visual Tasks, Reem Albaghli, Yaman Jandali, Sarah Almahmid, Nada Attar
Faculty Research, Scholarly, and Creative Activity
In this study, we were able to show how cognitive load measurement during the initiation of a complex visual task can predict user response. We measured cognitive load using pupil size and microsaccade rate. The initial phase of task was defined as the first 25 percent of the trial Reaction Time (RT), which was variable up to 50 seconds. The complex visual task entailed a set of twelve words that could be grouped based into 1, 2, or 3 categories or sets, e.g., the words bed, pillow, headboard, etc. can be grouped into a single set that is bedroom. We …
The Lasting Impact Of Deinstitutionalization: Policing And The Mental Health Crisis, Ruqayyah Sorathia
The Lasting Impact Of Deinstitutionalization: Policing And The Mental Health Crisis, Ruqayyah Sorathia
Themis: Research Journal of Justice Studies and Forensic Science
Society is combating the detrimental effects of the deinstitutionalization policy, which transferred the treatment of mentally ill patients from state-run psychiatric hospitals to community-run psychiatric facilities. These patients frequently fall into relapses and are more likely to experience risky encounters with law enforcement officials who have no formal training in dealing with them. The paper analyzes the criminalization of mentally ill people, many with substance abuse and alcohol addictions, receiving treatment in jails and state prisons. Incarcerating people with mental illness, though reducing the homeless population from the street and disturbances faced by the public, still does not address the …
Analysis Of Public Sentiment Of Covid-19 Pandemic, Vaccines, And Lockdowns, Devinesh Singh
Analysis Of Public Sentiment Of Covid-19 Pandemic, Vaccines, And Lockdowns, Devinesh Singh
Master's Projects
CoV-2 pandemic prompted lockdown measures to be implemented worldwide; these directives were implemented nationwide to stunt the spread of the infection. Throughout the lockdowns, millions of individuals resorted to social media for entertainment, communicate with friends and family, and express their opinions about the pandemic. Simultaneously, social media aided in the dissemination of misinformation, which has proven to be a threat to global health. Sentiment analysis, a technique used to analyze textual data, can be used to gain an overview of public opinion behind CoV-2 from Twitter and TikTok. The primary focus of the project is to build a deep …
An Analysis Of Kindergarten Childhood Disease Vaccination Rates And Practices In Bay Area Counties, Janice Zelaya
An Analysis Of Kindergarten Childhood Disease Vaccination Rates And Practices In Bay Area Counties, Janice Zelaya
Master's Projects
Immunizations are the most effective method for preventing communicable diseases, especially among children. Ensuring that children are vaccinated is of the utmost importance but remains a challenge due to misinformation and the growing anti-vaccination movement. With a population of 39.5 million people as of 2020 (Census Bureau, n.d.), California is the most populous state in the United States. In 2020, the San Francisco Bay Area, which includes the counties of Alameda, Contra Costa, Marin, Napa, San Francisco, San Mateo, Santa Clara, Solano, and Sonoma, is home to 7.7 million of those people (Census Bureau, 2021). This research will explore how …
Communal Storywork: Deaf Education And The Latine Community, Noralee Jasso
Communal Storywork: Deaf Education And The Latine Community, Noralee Jasso
Dissertations
In order to challenge the dominant and deficit perspectives in deaf education, this study utilized a Critical Race Theory framework to examine Latine families with Deaf children as they are portrayed in literature across areas of policy, research, and practice. Through qualitative semi-structured interviews, this research project invited nine adult Latine family members with Deaf children to share their lived experiences with having a Deaf child as part of the family and within a California school. To center the experiences of Latine families with Deaf children as visible, legitimate and necessary constituents of their children’s educational journeys, this research required …
Vicks In The Classroom: A Study On The Effects Of Teacher Cultural Awareness On Hispanic/Latinx Student Discipline, Arthur A. Maldonado
Vicks In The Classroom: A Study On The Effects Of Teacher Cultural Awareness On Hispanic/Latinx Student Discipline, Arthur A. Maldonado
Dissertations
With the booming Hispanic/Latinx populations nationwide, particularly in the state of California, the disproportionate disciplining of this student population for minor infractions such as defiance is an issue that has persisted for many decades. Therefore, to better inform this phenomenon, a historical perspective and critical look into the cultural awareness of teachers was examined throughout this research. The purpose of this mixed-methods study was to examine the relationship between middle school teacher cultural awareness and the disciplining of Hispanic/Latinx students in the schools being studied. The findings in this study reveal cultural perceptions from teachers that current body of research …
Antisocial Personality Disorder: A Theoretical Approach Utilizing Three Dimensions Of Power Analysis, Timothy J. Nguyen, Tara Zolnikov
Antisocial Personality Disorder: A Theoretical Approach Utilizing Three Dimensions Of Power Analysis, Timothy J. Nguyen, Tara Zolnikov
Faculty Research, Scholarly, and Creative Activity
Antisocial Personality Disorder (ASPD) is often associated with high costs and burden to the rest of society; however, it remains a disorder with no evidence of effective traditional psychological interventions. This theoretical study aimed to analyze the phenomenon of power and how it may influence the conceptualization of ASPD. Data was collected through a comprehensive and systematic review of the current ASPD literature. Findings suggested ASPD as severely conceptually flawed, highly imbalanced in terms of power dynamics between professionals and people diagnosed with ASPD, absent of participants’ voices, absent of any effective traditional psychotherapy interventions, disproportionately focused on deficit-oriented strategies …
Gender Differences In Information Literacy Self-Efficacy Among Academic Librarians In Federal University Libraries In South-East Nigeria, Osita Victor Ossai Dr
Gender Differences In Information Literacy Self-Efficacy Among Academic Librarians In Federal University Libraries In South-East Nigeria, Osita Victor Ossai Dr
Library Philosophy and Practice (e-journal)
The study investigated gender differences in information literacy self-efficacy among academic librarians working in federal university libraries in South-east Nigeria. The descriptive survey research design was used in this study. Using purposive sampling, twenty academic librarians were selected for the study. The Information Literacy Self-Efficacy Scale (ILSES) was used to obtain the data. In total, there are 28 items on the scale, which has a high Cronbach Alpha reliability score of 0.91. In this scale, seven sub-dimensions are measured extensively. To analyze the data, percentages, means, standard deviations, t-tests, and Lavene's tests were used. In terms of mean ratings, male …
Awareness And Patronage Of Library Reference Services Among Undergraduate Students In Adeyemi College Of Education, Ondo State, Nigeria, Oresiri Jamogha, Ejiro Jamogha
Awareness And Patronage Of Library Reference Services Among Undergraduate Students In Adeyemi College Of Education, Ondo State, Nigeria, Oresiri Jamogha, Ejiro Jamogha
Library Philosophy and Practice (e-journal)
Reference services are personal assistance given to library users in their search for information and these services are most likely patronized by those who are aware of them, hence, this study investigated the awareness and patronage of library reference services among undergraduate students in Adeyemi College of Education, Ondo State, Nigeria. The study adopted survey design and a multistage sampling technique was used to select 370 undergraduate for the study. Questionnaire was used for data collection and was administered to 370 respondents out of which, 317 copies were found useful for the study. The research questions were answered using simple …
Research Handling Effects On Stress Hormones, Blood Parameters, And Heart Rate In Juvenile Northern Elephant Seals (Mirounga Angustirostris), Lauren A. Cooley
Research Handling Effects On Stress Hormones, Blood Parameters, And Heart Rate In Juvenile Northern Elephant Seals (Mirounga Angustirostris), Lauren A. Cooley
Master's Theses
Wildlife researchers must balance the need to safely capture and handle their study animals to sample tissues, collect morphological measurements, and attach dataloggers while simultaneously ensuring their results are not confounded by stress artifacts caused by handling. To determine the physiological effects of research activities including chemical immobilization, transport, instrumentation with biologgers, and overnight holding on a model marine mammal species, I collected hormone, blood chemistry, hematology, and heart rate data from 19 juvenile northern elephant seals (Mirounga angustirostris) throughout a translocation experiment. Across my six sampling timepoints, cortisol and aldosterone data revealed a moderate hormonal stress response to handling …
Motivational And Participatory Experiences Of Female Service Members In Crossfit, Nicole M. Levine
Motivational And Participatory Experiences Of Female Service Members In Crossfit, Nicole M. Levine
Master's Theses
CrossFit is a high-intensity exercise program that has expanded globally over the last several years. Its minimalistic approach targeted at multiple aerobic and muscular strength domains make it accessible and applicable to populations with limited space and equipment, such as overseas military installations. Despite several studies examining the motivational factors of individuals engaging in CrossFit, research is scant on the motivational factors of military professionals participating in CrossFit outside of their formalized operational training. Additionally, there is no specific literature on female military participation in CrossFit. This study qualitatively explored the participatory motivations of 15 female U.S. military service members …
Nav1.1 Is Essential For Proprioceptive Signaling And Motor Behaviors, Cyrrus M. Espino, Cheyanne M. Lewis, Serena Ortiz, Miloni S. Dalal, Snigdha Garlapalli, Kaylee M. Wells, Darik A. O'Neil, Katherine A. Wilkinson, Theanne N. Griffith
Nav1.1 Is Essential For Proprioceptive Signaling And Motor Behaviors, Cyrrus M. Espino, Cheyanne M. Lewis, Serena Ortiz, Miloni S. Dalal, Snigdha Garlapalli, Kaylee M. Wells, Darik A. O'Neil, Katherine A. Wilkinson, Theanne N. Griffith
Faculty Research, Scholarly, and Creative Activity
The voltage-gated sodium channel (NaV), NaV1.1, is well-studied in the central nervous system; conversely, its contribution to peripheral sensory neuron function is more enigmatic. Here, we identify a new role for NaV1.1 in mammalian proprioception. RNAscope analysis and in vitro patch-clamp recordings in genetically identified mouse proprioceptors show ubiquitous channel expression and significant contributions to intrinsic excitability. Notably, genetic deletion of NaV1.1 in sensory neurons caused profound and visible motor coordination deficits in conditional knockout mice of both sexes, similar to conditional Piezo2-knockout animals, suggesting that this channel is a major contributor to sensory proprioceptive transmission. Ex vivo muscle afferent …
Predicting Cervical Cancer Biopsy Results Using Demographic And Epidemiological Parameters: A Custom Stacked Ensemble Machine Learning Approach, Krishnaraj Chadaga, Srikanth Prabhu, Niranjana Sampathila, Rajagopala Chadaga, S. Swathi, Saptarshi Sengupta
Predicting Cervical Cancer Biopsy Results Using Demographic And Epidemiological Parameters: A Custom Stacked Ensemble Machine Learning Approach, Krishnaraj Chadaga, Srikanth Prabhu, Niranjana Sampathila, Rajagopala Chadaga, S. Swathi, Saptarshi Sengupta
Faculty Research, Scholarly, and Creative Activity
The human papillomavirus (HPV) is responsible for most cervical cancer cases worldwide. This gynecological carcinoma causes many deaths, even though it can be treated by removing malignant tissues at a preliminary stage. In many developing countries, patients do not undertake medical examinations due to the lack of awareness, hospital resources and high testing costs. Hence, it is vital to design a computer aided diagnostic method which can screen cervical cancer patients. In this research, we predict the probability risk of contracting this deadly disease using a custom stacked ensemble machine learning approach. The technique combines the results of several machine …
Markov Decision Process For Modeling Social Engineering Attacks And Finding Optimal Attack Strategies, Faranak Abri, Jianjun Zheng, Akbar Siami Namin, Keith S. Jones
Markov Decision Process For Modeling Social Engineering Attacks And Finding Optimal Attack Strategies, Faranak Abri, Jianjun Zheng, Akbar Siami Namin, Keith S. Jones
Faculty Research, Scholarly, and Creative Activity
It is important to comprehend the attacker's behavior and capacity in order to build a stronger fortress and thus be able to protect valuable assets more effectively. Prior to launching technical and physical attacks, an attacker may enter the reconnaissance stage and gather sensitive information. To collect such valuable data, one of the most effective approaches is through conducting social engineering attacks, borrowing techniques from deception theory. As a result, it is of utmost importance to understand when an attacker behaves truthfully and when the attacker opts to be deceitful. This paper models attacker's states using the Markov Decision Process …
Discrimination Experiences During Covid-19 Among A National, Multi-Lingual, Community-Based Sample Of Asian Americans And Pacific Islanders: Compass Findings, Van M. Ta Park, Marcelle M. Dougan, Oanh L. Meyer, Bora Nam, Marian Tzuang, Linda G. Park, Quyen Vuong, Joon Bang, Janice Y. Tsoh
Discrimination Experiences During Covid-19 Among A National, Multi-Lingual, Community-Based Sample Of Asian Americans And Pacific Islanders: Compass Findings, Van M. Ta Park, Marcelle M. Dougan, Oanh L. Meyer, Bora Nam, Marian Tzuang, Linda G. Park, Quyen Vuong, Joon Bang, Janice Y. Tsoh
Faculty Research, Scholarly, and Creative Activity
Reports of escalated discrimination among Asian Americans and Pacific Islanders (AAPIs) due to COVID-19 are alarming, making this a public health priority. However, there are limited empirical studies on the scope and impact of COVID-19-related discrimination among AAPIs. Using the COVID-19 Effects on the Mental and Physical Health of AAPI Survey Study (COMPASS) data (N = 4971; survey period: October 2020–February 2021), which is a U.S.-wide multi-lingual survey, we examined the prevalence of, and factors associated with discrimination experiences attributable to being an AAPI during the COVID-19 pandemic. Overall, 60.7% reported experiencing discrimination; the group prevalence ranged from 80.0% (Hmong) …
An Automated Classifier For Child-Directed Speech From Lena Recordings, Janet Y. Bang, George Kachergis, Adriana Weisleder, Virginia A. Marchman
An Automated Classifier For Child-Directed Speech From Lena Recordings, Janet Y. Bang, George Kachergis, Adriana Weisleder, Virginia A. Marchman
Faculty Research, Scholarly, and Creative Activity
No abstract provided.
Abortion Attempts Without Clinical Supervision Among Transgender, Nonbinary And Gender-Expansive People In The United States, Heidi Moseson, Laura Fix, Caitlin Gerdts, Sachiko Ragosta, Jen Hastings, Ari Stoeffler, Eli A. Goldberg, Mitchell R. Lunn, Annesa Flentje, Matthew R. Capriotti, Micah E. Lubensky, Juno Obedin-Maliver
Abortion Attempts Without Clinical Supervision Among Transgender, Nonbinary And Gender-Expansive People In The United States, Heidi Moseson, Laura Fix, Caitlin Gerdts, Sachiko Ragosta, Jen Hastings, Ari Stoeffler, Eli A. Goldberg, Mitchell R. Lunn, Annesa Flentje, Matthew R. Capriotti, Micah E. Lubensky, Juno Obedin-Maliver
Faculty Research, Scholarly, and Creative Activity
Background Transgender, nonbinary and gender-expansive (TGE) people face barriers to abortion care and may consider abortion without clinical supervision. Methods In 2019, we recruited participants for an online survey about sexual and reproductive health. Eligible participants were TGE people assigned female or intersex at birth, 18 years and older, from across the United States, and recruited through The PRIDE Study or via online and in-person postings. Results Of 1694 TGE participants, 76 people (36% of those ever pregnant) reported considering trying to end a pregnancy on their own without clinical supervision, and a subset of these (n=40; 19% of those …
“Don't Downvote A$$$$$$S!!”: An Exploration Of Reddit's Advice Communities, Emily Cannon, Bianca Crouse, Souvick Ghosh, Nicholas Rihn, Kristen Chua
“Don't Downvote A$$$$$$S!!”: An Exploration Of Reddit's Advice Communities, Emily Cannon, Bianca Crouse, Souvick Ghosh, Nicholas Rihn, Kristen Chua
Faculty Research, Scholarly, and Creative Activity
Advice forums are a crowdsourced way to reinforce cultural norms and moral behavior. Sites like Reddit contain massive amounts of natural language human interaction, with rules and norms unique to each individual subreddit community. To explore this data, we created a dataset with top 1000 posts from each of two such forums, r/AmItheAsshole and r/relationships, and extracted natural language features including sentiment, similarity, word frequency, and demographics using both algorithmic and manual methods. Further, we developed a method to extract demographic information from the subreddits, examined how the post authors' self-disclosures reflect the unique communities in which their posts are …
On Fatigue Detection For Air Traffic Controllers Based On Fuzzy Fusion Of Multiple Features, Yi Hu, Zhuo Liu, Aiqin Hou, Chase Wu, Wenbin Wei, Yanjun Wang, Min Liu
On Fatigue Detection For Air Traffic Controllers Based On Fuzzy Fusion Of Multiple Features, Yi Hu, Zhuo Liu, Aiqin Hou, Chase Wu, Wenbin Wei, Yanjun Wang, Min Liu
Faculty Research, Scholarly, and Creative Activity
Fatigue detection for air traffic controllers is an important yet challenging problem in aviation safety research. Most of the existing methods for this problem are based on facial features. In this paper, we propose an ensemble learning model that combines both facial features and voice features and design a fatigue detection method through multifeature fusion, referred to as Facial and Voice Stacking (FV-Stacking). Specifically, for facial features, we first use OpenCV and Dlib libraries to extract mouth and eye areas and then employ a combination of M-Convolutional Neural Network (M-CNN) and E-Convolutional Neural Network (E-CNN) to determine the state of …