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2018

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Lifting Hospital Heaviness: The Power Of Dog Therapy, Margot Mather Dec 2018

Lifting Hospital Heaviness: The Power Of Dog Therapy, Margot Mather

2018 All Essays

No abstract provided.


Improved Measurement Of The Longitudinal Spin Transfer To Λ And Bar(Λ) Hyperons In Polarized Proton-Proton Collisions At Sqrt(S) = 200 Gev, James Drachenberg Dec 2018

Improved Measurement Of The Longitudinal Spin Transfer To Λ And Bar(Λ) Hyperons In Polarized Proton-Proton Collisions At Sqrt(S) = 200 Gev, James Drachenberg

Engineering and Physics

No abstract provided.


Climate Evolution Across The Mid-Brunhes Transition, Aaron M. Barth, Peter U. Clark, Nicholas S. Bill, Feng He, Nicklas G. Pisias Dec 2018

Climate Evolution Across The Mid-Brunhes Transition, Aaron M. Barth, Peter U. Clark, Nicholas S. Bill, Feng He, Nicklas G. Pisias

School of Earth & Environment Departmental Research

The Mid-Brunhes Transition (MBT) began ∼ 430 ka with an increase in the amplitude of the 100 kyr climate cycles of the past 800 000 years. The MBT has been identified in ice-core records, which indicate interglaciations became warmer with higher atmospheric CO2 levels after the MBT, and benthic oxygen isotope (δ18O) records, which suggest that post-MBT interglaciations had higher sea levels and warmer temperatures than pre-MBT interglaciations. It remains unclear, however, whether the MBT was a globally synchronous phenomenon that included other components of the climate system. Here, we further characterize changes in the climate system across the MBT …


Performance Of Riverbank Filtration Under Hydrogeologic Conditions Along The Upper Krishna River In Southern India, Thomas B. Boving, K. Patil, F. D’Souza, S. F. Barker, S. L. Mcguinness, J. O’Toole, M. Sinclair, A. B. Forbes, K. Leder Dec 2018

Performance Of Riverbank Filtration Under Hydrogeologic Conditions Along The Upper Krishna River In Southern India, Thomas B. Boving, K. Patil, F. D’Souza, S. F. Barker, S. L. Mcguinness, J. O’Toole, M. Sinclair, A. B. Forbes, K. Leder

Geosciences Faculty Publications

Riverbank filtration (RBF) systems were installed in four rural villages along a 64 km stretch of the upper Krishna River in southern India; with each one designed to supply approximately 2500 people. Site selection criteria included hydrogeological suitability, land availability and access, proximity to villages and their population sizes, and electric power supply. Water samples were collected from the river and the RBF wells over more than one year (November 2015 to December 2017) and were analyzed for Escherichia coli bacteria, major ions, and a range of other physicochemical and chemical parameters. The shallow groundwater at the study sites was …


Navigating The Storm: How Proficient Organizational Culture Promotes Clinician Retention In The Shift To Evidence-Based Practice, Nathaniel J. Williams, Rinad S. Beidas Dec 2018

Navigating The Storm: How Proficient Organizational Culture Promotes Clinician Retention In The Shift To Evidence-Based Practice, Nathaniel J. Williams, Rinad S. Beidas

Social Work Faculty Publications and Presentations

Objective

Clinician turnover is a major concern as mental health systems and organizations invest substantial resources in the implementation of evidence-based practice (EBP). In this study, we identify malleable factors associated with reduced clinician turnover during a systemwide EBP implementation initiative. Specifically, we examine how proficient organizational culture (i.e., norms and behavioral expectations that clinicians prioritize improvement in client well-being and exhibit competence in up-to-date treatment practices), EBP implementation climate (i.e., perceptions that the organization’s policies, procedures, and practices support EBP use), and change in these organizational characteristics relate to clinician turnover during a system-wide EBP transformation.

Method

Data were …


Senior Day December 2018, University Of Michigan Law School Dec 2018

Senior Day December 2018, University Of Michigan Law School

Commencement and Honors Materials

Program for the December 21, 2018 Senior Day ceremonies.


A Tree-Based Multiscale Regression Method, Haiyan Cai, Qingtang Jiang Dec 2018

A Tree-Based Multiscale Regression Method, Haiyan Cai, Qingtang Jiang

Mathematics and Statistics Faculty Works

A tree-based method for regression is proposed. In a high dimensional feature space, the method has the ability to adapt to the lower intrinsic dimension of data if the data possess such a property so that reliable statistical estimates can be performed without being hindered by the “curse of dimensionality.” The method is also capable of producing a smoother estimate for a regression function than those from standard tree methods in the region where the function is smooth and also being more sensitive to discontinuities of the function than smoothing splines or other kernel methods. The estimation process in this …


A Tree-Based Multiscale Regression Method, Haiyan Cai, Qingtang Jiang Dec 2018

A Tree-Based Multiscale Regression Method, Haiyan Cai, Qingtang Jiang

Educator Preparation & Leadership Faculty Works

A tree-based method for regression is proposed. In a high dimensional feature space, the method has the ability to adapt to the lower intrinsic dimension of data if the data possess such a property so that reliable statistical estimates can be performed without being hindered by the “curse of dimensionality.” The method is also capable of producing a smoother estimate for a regression function than those from standard tree methods in the region where the function is smooth and also being more sensitive to discontinuities of the function than smoothing splines or other kernel methods. The estimation process in this …


Atypical Activation Of The G Protein Gα By The Oncogenic Mutation Q209p, Marcin Maziarz, Anthony Leyme, Arthur Marivin, Alex Luebbers, Prachi P. Patel, Zhe Chen, Stephen R. Sprang, Mikel Garcia-Marcos Dec 2018

Atypical Activation Of The G Protein Gα By The Oncogenic Mutation Q209p, Marcin Maziarz, Anthony Leyme, Arthur Marivin, Alex Luebbers, Prachi P. Patel, Zhe Chen, Stephen R. Sprang, Mikel Garcia-Marcos

Biological Sciences Faculty Publications

The causative role of G protein-coupled receptor (GPCR) pathway mutations in uveal melanoma (UM) has been well-established. Nearly all UMs bear an activating mutation in a GPCR pathway mediated by G proteins of the G family, driving tumor initiation and possibly metastatic progression. Thus, targeting this pathway holds therapeutic promise for managing UM. However, direct targeting of oncogenic Gα mutants, present in ∼90% of UMs, is complicated by the belief that these mutants structurally resemble active Gα WT. This notion is solidly founded on previous studies characterizing Gα mutants in which a conserved catalytic glutamine (Gln-209 in Gα) is replaced …


New Ohio Review Has Record Year, Goes More ‘New,’ More ‘Ohio’, Ohio University College Of Arts & Sciences Dec 2018

New Ohio Review Has Record Year, Goes More ‘New,’ More ‘Ohio’, Ohio University College Of Arts & Sciences

All Forum Articles

No abstract provided.


Effects Of Cultural And Language Barriers On The Outcome Of Autism Spectrum Disorder Amongst Children From The Somali Immigrant Population Of Minnesota, Amal Farah Dec 2018

Effects Of Cultural And Language Barriers On The Outcome Of Autism Spectrum Disorder Amongst Children From The Somali Immigrant Population Of Minnesota, Amal Farah

Theses and Graduate Projects

Autism Spectrum Disorder (ASD) is a devastating developmental disorder with a decline in both neurological and behavioral functions. ASK can present with delays in language development, social skills, and restricts behavioral patterns. The prevalence of ASD has been on the rise int he United States with a rate of one in 69 children. Moreover, the prevalence of ASD has been drastically increasing in the Somali community of Minnesota affecting one in 32 children. Many research studies associate the rise of ASD in the Somali community with the elements of culture, tradition, and language barriers. This research paper will explore how …


A Potent Lassa Virus Antiviral Targets An Arenavirus Virulence Determinant, Ikenna G. Madu, Megan Files, Dima N. Gharaibeh, Amy L. Moore, Kieh-Hoon Jung, Brian B. Gowen, Dongcheng Dai, Kevin F. Jones, Shanthakumar R. Tyavanagimatt, James R. Burgeson, Marcus J. Korth, Kristin M. Bedard, Shawn P. Iadonato, Sean M. Amberg Dec 2018

A Potent Lassa Virus Antiviral Targets An Arenavirus Virulence Determinant, Ikenna G. Madu, Megan Files, Dima N. Gharaibeh, Amy L. Moore, Kieh-Hoon Jung, Brian B. Gowen, Dongcheng Dai, Kevin F. Jones, Shanthakumar R. Tyavanagimatt, James R. Burgeson, Marcus J. Korth, Kristin M. Bedard, Shawn P. Iadonato, Sean M. Amberg

Animal, Dairy, and Veterinary Science Faculty Publications

Arenaviruses are a significant cause of hemorrhagic fever, an often-fatal disease for which there is no approved antiviral therapy. Lassa fever in particular generates high morbidity and mortality in West Africa, where the disease is endemic, and a recent outbreak in Nigeria was larger and more geographically diverse than usual. We are developing LHF-535, a small-molecule viral entry inhibitor that targets the arenavirus envelope glycoprotein, as a therapeutic candidate for Lassa fever and other hemorrhagic fevers of arenavirus origin. Using a lentiviral pseudotype infectivity assay, we determined that LHF-535 had sub-nanomolar potency against the viral envelope glycoproteins from all Lassa …


Hypoxic Preconditioning Attenuates Reoxygenation-Induced Skeletal Muscle Dysfunction In Aged Pulmonary Tnf-Α Overexpressing Mice, China-Chen Chuang, Tingyang Zhou, Mark Olfert, Li Zuo Dec 2018

Hypoxic Preconditioning Attenuates Reoxygenation-Induced Skeletal Muscle Dysfunction In Aged Pulmonary Tnf-Α Overexpressing Mice, China-Chen Chuang, Tingyang Zhou, Mark Olfert, Li Zuo

Faculty & Staff Scholarship

No abstract provided.


Self-Compassion And Cultural Values: A Cross-Cultural Study Of Self-Compassion Using A Multitrait-Multimethod (Mtmm) Analytical Procedure, Jesus Montero-Marin, Willem Kuyken, Catherine Crane, Jenny Gu, Ruth A. Baer, Aida A. Al-Awamleh, Satoshi Akutsu, Claudio Araya-Véliz, Nima Ghorbani, Zhuo Job Chen, Min-Sun Kim, Michail Mantzios, Danilo N. Rolim Dos Santos, Luiz C. Serramo López, Ahmed A. Teleb, P. J. Watson, Ayano Yamaguchi, Eunjoo Yang, Javier García-Campayo Dec 2018

Self-Compassion And Cultural Values: A Cross-Cultural Study Of Self-Compassion Using A Multitrait-Multimethod (Mtmm) Analytical Procedure, Jesus Montero-Marin, Willem Kuyken, Catherine Crane, Jenny Gu, Ruth A. Baer, Aida A. Al-Awamleh, Satoshi Akutsu, Claudio Araya-Véliz, Nima Ghorbani, Zhuo Job Chen, Min-Sun Kim, Michail Mantzios, Danilo N. Rolim Dos Santos, Luiz C. Serramo López, Ahmed A. Teleb, P. J. Watson, Ayano Yamaguchi, Eunjoo Yang, Javier García-Campayo

Psychology Faculty Publications

Self-compassion is natural, trainable and multi-faceted human capacity. To date there has been little research into the role of culture in influencing the conceptual structure of the underlying construct, the relative importance of different facets of self-compassion, nor its relationships to cultural values. This study employed a cross-cultural design, with 4,124 participants from 11 purposively sampled datasets drawn from different countries. We aimed to assess the relevance of positive and negative items when building the self-compassion construct, the convergence among the self-compassion components, and the possible influence of cultural values. Each dataset comprised undergraduate students who completed the “Self-Compassion Scale” …


Integration Of Local Poetic Voices: An Interview With Lawson Fusao Inada, Alma Rosa Alvarez, John Rafael Almaguer Dec 2018

Integration Of Local Poetic Voices: An Interview With Lawson Fusao Inada, Alma Rosa Alvarez, John Rafael Almaguer

Asian American Literature: Discourses & Pedagogies

An interview with Lawson Fusoa Inada


Mobilizing The Vietnamese Body: Dance Theory, Critical Refugee Studies, And The Aftermaths Of War In Andrew X. Pham’S Catfish And Mandala, Quynh Nhu Le, Ying Zhu Dec 2018

Mobilizing The Vietnamese Body: Dance Theory, Critical Refugee Studies, And The Aftermaths Of War In Andrew X. Pham’S Catfish And Mandala, Quynh Nhu Le, Ying Zhu

Asian American Literature: Discourses & Pedagogies

Mobilizing the Vietnamese Body: Dance Theory, Critical Refugee Studies, and the Aftermaths of War in Andrew X. Pham’s Catfish and Mandala

Through analysis of Andrew X. Pham’s Catfish and Mandala: A Two-Wheeled Voyage through the Landscape and Memory of Vietnam, this collaboration between a literary scholar and dance scholar joins methodologies from their respective fields to explore the politicized dimensions of the Vietnamese body-in-motion. Published in 1999, Pham's memoir documents his journey, as a Vietnamese refugee living in the U.S., as he travels throughout Vietnam on a bicycle. We argue that through the literal and theoretical mobilization of his …


Making (Non)Sense: On Ruth Ozeki's A Tale For The Time Being, Yana Ya-Chu Chang Dec 2018

Making (Non)Sense: On Ruth Ozeki's A Tale For The Time Being, Yana Ya-Chu Chang

Asian American Literature: Discourses & Pedagogies

This essay investigates the knowledge produced around Ruth Ozeki’s novel A Tale for the Time Being through a discussion of its marketing processes and its reception, as well as through textual analysis. I first draw upon Sau-ling Wong’s observations about the problem of a US-centric referential framework in the internationalization of Asian American studies to examine a Western-centric framing in the marketing strategies of the US/Canada and the UK editions of Ozeki’s novel. Next, I turn to an examination of how reviews and selected readers’ responses to Ozeki’s novel show an at-times incoherent process of making sense of this …


2000 - Geology Bibliography Of California, 1854–2000 Dec 2018

2000 - Geology Bibliography Of California, 1854–2000

Miscellaneous Monterey and San Luis Obispo County Documents and Reports

The scope of this database is much broader in scope than the original list of consultant reports submitted to Monterey County governmental agencies and includes extensive references on regional geologic mapping, hydrogeology, economic geology, and research done in connection with the Parkfield Earthquake Prediction Experiment.

Major sources of information include:

• Monterey County Planning Department: a database of approximately 2,000 references within the

categories of geology, soil, water resources, and water quality.

• Monterey County Water Resources Agency.

• Monterey Peninsula Water Management District.

• The American Geological Institute’s GeoRef database.

• The U.S. Geological Survey’s National Geologic Map Database. …


Adapting To College Life: An Ethnographic Study Of The Linguistic Challenges Faced By Domestic Black Immigrant Students At Bridgewater State University, Johnson (Carter) Remy Dec 2018

Adapting To College Life: An Ethnographic Study Of The Linguistic Challenges Faced By Domestic Black Immigrant Students At Bridgewater State University, Johnson (Carter) Remy

Honors Program Theses and Projects

This linguistic qualitative ethnographic study sought to understand whether domestic and international, Black, English second language learning (ESL), immigrant students, who have completed their first year of college at BSU, perceive themselves as linguistically prepared for college life. Linguistic preparedness is critical for successful participation in the classroom and completion of required work. The research seeks to identify and analyze the programs BSU has established to assist this population in their adaptation to college life and in acquiring linguistic proficiency. The study employs a multi-tiered methodology beginning with semi-structured interviews with diversity administrators, ESL and Global Language faculty, informal interviews …


Speaking From Places: A Phenomenological Deconstructive Study Of Children’S Places, Child-Centric Methods, And Politics., Sugandh Dixit Dec 2018

Speaking From Places: A Phenomenological Deconstructive Study Of Children’S Places, Child-Centric Methods, And Politics., Sugandh Dixit

Electronic Theses and Dissertations

This dissertation adopts an innovative phenomenological and deconstructive methodology to create a child-centric research process sensitive to facilitating, integrating, and representing children’s voices in designing their school playground. The study developed and employed two novel child-centric methods, an Embedded Walk and a Communal Child-Map Project in order to integrate parents’ and children’s experiences of the school spaces the authorities planned to renovate. Both methods reveal and complicate the socio-political dynamics that structure children’s, parents’, and researchers’ stances towards children’s places and worlds. During the Embedded Walk, children led their parents through their play spaces and they collaboratively documented the childrens’ …


A Qualitative Inquiry Into The Systemic Influences Upon The Wellness Of Home And Community Based Counselor, Elizabeth Moore Dec 2018

A Qualitative Inquiry Into The Systemic Influences Upon The Wellness Of Home And Community Based Counselor, Elizabeth Moore

Electronic Theses and Dissertations

Home and community based counseling services have become instrumental to the treatment of children and adolescents struggling with mental illness. Counselors working in these systems of care face significant challenges in this unique setting. Most home and community based counselors (HCBCs) face these challenges as recent graduates, not having adequate preparation for the home setting, while receiving little supervision. HCBCs have reported feeling isolated and unsupported and question their effectiveness as counselors. Macchi, Johnson, and Durtschi’s (2014) results point to the importance of self-care to HCBC wellness, especially when the HCBC is lacking supervision. Yet, we are unable to glean …


An Ethical Model For Mandatory Reporting To Avoid Preventable Adverse Harm In Health Care, Kate A. Molchan Dec 2018

An Ethical Model For Mandatory Reporting To Avoid Preventable Adverse Harm In Health Care, Kate A. Molchan

Electronic Theses and Dissertations

The goal of the dissertation is to undertake an analysis in healthcare ethics that focuses upon organizational ethics to resolve problems related to medical error in the U.S. The ethical argument focuses upon justifying a model of mandatory reporting nationally. While countless others have argued in favor of the implementation of a mandatory reporting system, this dissertation presents its model through the lens of organizational theory; arguing first that healthcare organizations are ethically required to invest in patient safety. This premise frames the foundation for this dissertation's central argument; namely, that U.S. healthcare organizations have an ethical imperative to protect …


Dynamics Of Prochlorococcus Diversity And Photoacclimation During Short-Term Shifts In Water Column Stratification At Station Aloha, Anne W. Thompson, Ger Van Den Engh, Nathan A. Ahlgren, Kathleen Kouba, Samantha Ward, Samuel T. Wilson, David M. Karl Dec 2018

Dynamics Of Prochlorococcus Diversity And Photoacclimation During Short-Term Shifts In Water Column Stratification At Station Aloha, Anne W. Thompson, Ger Van Den Engh, Nathan A. Ahlgren, Kathleen Kouba, Samantha Ward, Samuel T. Wilson, David M. Karl

Biology

The cyanobacterium Prochlorococcus is the dominant phototroph in surface waters of the vast oligotrophic oceans, the foundation of marine food webs, and an important component of global biogeochemical cycles. The prominence of Prochlorococcus across the environmental gradients of the open ocean is attributed to its extensive genetic diversity and flexible chlorophyll physiology, enabling light capture over a wide range of intensities. What remains unknown is the balance between temporal dynamics of genetic diversity and chlorophyll physiology in the ability of Prochlorococcus to respond to a variety of short (approximately 1 day) and longer (months to year) changes in the environment. …


Reappraisal Of The Toxicity Test Method Using The Green Alga Ulva Pertusa Kjellman (Chlorophyta),, Mt Brown Dec 2018

Reappraisal Of The Toxicity Test Method Using The Green Alga Ulva Pertusa Kjellman (Chlorophyta),, Mt Brown

School of Biological and Marine Sciences

This study was aimed to develop an objective way of quantifying the reproductive status of the green macroalga, Ulva pertusa using a vital stain and programmed automated analysis (by Image J program). The EC50 values (with 95% CI), the concentrations of toxicants inducing a reduction of 50% in sporulation after 96 h exposure, from the newly developed method were similar to those obtained by the conventional method: 0.651 (0.598–0.705) mg l-1 for Cd, 0.144 (0.110–0.162) mg l-1 for Cu, 0.180 (0.165–0.195) mg l-1 for atrazine, 0.076 (0.049–0.094) mg l-1 for diuron and 30.6 (26.5–34.4) ml l-1 for DMSO, respectively. When …


The "Mathematics Problem": A Plymouth Foundation Year Case Study, Mj Craven, J Sharp Dec 2018

The "Mathematics Problem": A Plymouth Foundation Year Case Study, Mj Craven, J Sharp

School of Engineering, Computing and Mathematics

Research indicates the transition from school mathematics to university-level STEM courses is often problematic, leading to issues with student satisfaction and retention (the “Mathematics Problem”). An increasing number of HEIs are establishing foundation years in an effort to ameliorate this problem. Undergraduate Mathematics cohorts at Plymouth often contain a sizeable number of exfoundation year students, meaning that efforts to enhance student foundation year experience are vital to student satisfaction, retention and further recruitment. This paper is a report mid-way through a two-year project to examine a partially-flipped learning approach to improve foundation year retention and mathematical knowledge of those progressing …


Prognostic Relevance Of Ccdc88c (Daple) Transcripts In The Peripheral Blood Of Patients With Cutaneous Melanoma, Ying Dunkel, Anna L. Reid, Jason Ear, Nicolas Aznar, Michael Millward, Elin Gray, Robert Pearce, Melanie Ziman, Pradipta Ghosh Dec 2018

Prognostic Relevance Of Ccdc88c (Daple) Transcripts In The Peripheral Blood Of Patients With Cutaneous Melanoma, Ying Dunkel, Anna L. Reid, Jason Ear, Nicolas Aznar, Michael Millward, Elin Gray, Robert Pearce, Melanie Ziman, Pradipta Ghosh

Research outputs 2014 to 2021

A loss of balance between G protein activation and deactivation has been implicated in the initiation of melanomas, and non-canonical Wnt signaling via the Wnt5A/Frizzled (FZD) pathway has been shown to be critical for the switch to an invasive phenotype. Daple [CCDC88C], a cytosolic guanine nucleotide exchange modulator (GEM) which enhances non-canonical Wnt5A/FZD signaling via activation of trimeric G protein, Gαi, has been shown to serve opposing roles-as an inducer of EMT and invasiveness and a potent tumor suppressor-via two isoforms, V1 (full-length) and V2 (short spliced isoform), respectively. Here we report that the relative abundance of these isoforms in …


Lindenwood Digest, December 21, 2018, Lindenwood University Dec 2018

Lindenwood Digest, December 21, 2018, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.


Report Of The N|150 Commission, Donde Ashmos Plowman, William G. Thomas Iii Dec 2018

Report Of The N|150 Commission, Donde Ashmos Plowman, William G. Thomas Iii

University of Nebraska-Lincoln Administration: Reports, Papers, Publications, and Presentations

As the campus prepares to mark its 150th year, the University of Nebraska–Lincoln is poised to chart a bold and distinctive course for the next generation. UNL Chancellor Ronnie Green appointed more than 150 stakeholders of the university – faculty, staff, students, alumni, and community members – to the Nebraska Commission of 150 to envision how the university can best serve Nebraska and the world for the next 25 years.

The university’s inaugural charter in 1869 as a land-grant institution offered a sweeping vision for our founding:

To afford the inhabitants of this state with the means of acquiring a …


Laboratory Study On The Strength Behaviour Of Two Laterally Loaded Adobe Walls, Brad D. Weldon, Paola Bandini, Michael J. Mcginnis, Eduardo Dávila, Diego I. Garcia Vera Dec 2018

Laboratory Study On The Strength Behaviour Of Two Laterally Loaded Adobe Walls, Brad D. Weldon, Paola Bandini, Michael J. Mcginnis, Eduardo Dávila, Diego I. Garcia Vera

Civil Engineering Faculty Publications and Presentations

Adobe is a traditional construction technique found in historic and new construction throughout the world, often in earthquake-prone regions. Adobe structures are particularly susceptible to seismic forces due to their substantial mass and low tensile capacity. In addition, adobe is affected negatively by moisture that may penetrate from the ground or through the plaster. This paper describes the preliminary findings of an experimental program to investigate the effect of higher water content in the lower part of the wall on the wall strength behaviour under lateral loading. Lateral load tests were conducted on two quarter-scale adobe walls, one in air-dry …


Machine Learning Methods For Functional Near Infrared Spectroscopy, Danushka Sandaruwan Bandara Dec 2018

Machine Learning Methods For Functional Near Infrared Spectroscopy, Danushka Sandaruwan Bandara

Dissertations - ALL

Identification of user state is of interest in a wide range of disciplines that fall under the umbrella of human machine interaction. Functional Near Infra-Red Spectroscopy (fNIRS) device is a relatively new device that enables inference of brain activity through non-invasively pulsing infra-red light into the brain. The fNIRS device is particularly useful as it has a better spatial resolution than the Electroencephalograph (EEG) device that is most commonly used in Human Computer Interaction studies under ecologically valid settings. But this key advantage of fNIRS device is underutilized in current literature in the fNIRS domain.

We propose machine learning methods …