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Recent Submissions

Access status: Open Access ,
Africville: Reparation in the Paradoxical Legal Construction and Deconstruction of an African Canadian Community
(2001-06) Sparks, Corrine E.; Not Applicable; Master of Laws; Faculty of Law; Not Applicable; unknown; Not Applicable; Philip V. Girard; Leon E. Trakman; Jennifer K. Bankier
This thesis examines the circumstances surrounding the relocation of the community of Africville with a view to reparations for the former Africville residents. There is a discussion of the theory of reparations. From a Critical Race perspective this thesis explores the historical significance of Africville in relation to other Black Nova Scotia communities. It also explores the involvement of Blacks in relation to the early colonial settlement of Nova Scotia. From personal interviews there is a documentation of the human toll which was paid by the former Africville residents when they were relocated in 1969. These anecdotal accounts also illustrate the inequities involved with the mass relocation of an entire community. There is also a brief comparison of redress for Japanese Canadians with a view to how Japanese Canadians were successful in obtaining redress for their years of suffering as a result of mass relocation and confiscation of their property in British Columbia in the 1940's during the Second World War. In order to further contextualize the historical experience of Nova Scotian Blacks, there is an examination of how the Black community has progressed since the Africville relocation. The social advocacy which was lacking during the Africville relocation has now developed with numerous professional associations which may be able to assist Africville residents as they seek redress. There is a review of two legal claims; unjust enrichment and unconscionability. Both of these equitable claims may prove helpful during litigation for the Africville residents. These two claims are based in equity and lend themselves to judicial discretion as well as principles developed through caselaw. Equitable remedies are also examined. These legal alternatives are discussed in light of two main jurisprudential theories; Legal Realism and Critical Race Theory. This discussion reveals the importance of jurisprudential approaches in the resolution of race based litigation. Finally, there are recommendations for how the Africville aftermath can be resolved so that the Black community can begin to heal in the face of horrendous racial injustice. If these measures are implemented, race relations could be greatly improved in the province of Nova Scotia.
Access status: Open Access ,
Can Video Games Improve Adherence to Treatment in Children with Chronic Diseases?
(2009-10) Kharrazi, Hadi Hadj Karim; Not Applicable; Doctor of Philosophy; Faculty of Computer Science; Received; A. Mokashi; Not Applicable; C. Watters; P. McGrath; A. Otley; M. Shepherd
This research explored the use of interactive information technology applications for children with long term treatment regimens in which adherence is a key factor in the success of the treatment. Behavior change models play a major role in enhancing adherence to treatment in patients with chronic conditions. In this research, a conceptual framework was designed based on the Theory of Planned Behavior. The conceptual framework was mapped to game enjoyment elements to develop a game framework. The framework learned from the patient's situation based on the patient's adherence rate and measured behavioral determinants; and then the game adapted itself to the new situation and created new strategies to empower the patient in order to reinforce positive intention and behavior on the part of the patient. The game framework was tested with children in two separate user studies including IBD (Inflammatory Bowel Disease) and Type I diabetes patients. Both user studies implemented a mixed between-group and within-subject methodology. Two versions of the game were developed, one with the embedded conceptual framework and another without. Participants were assigned randomly to the treatment and control groups. The treatment group played the game with the conceptual framework and the control group played the game without the theoretical framework. In the middle of the study, each group switched to the other game type and experienced a within-subject change. The results were analyzed by GLM-ANOV A and Mix-Modeling. GLM-ANOV A showed a significant effect of game type (conceptual framework) on both behavioral intention and adherence to treatment regimens in patients with Inflammatory Bowel Disease and patients with Type I diabetes. Mix-modeling showed a significant effect of game type, time and the interaction between them on both behavioral intention and adherence to treatment regimens in both user studies.
Access status: Embargo ,
SoftAdaClip: A Smooth Clipping Strategy for Fair and Private Model Training
(2025-10-27) Soleymani, Dorsa; Not Applicable; Master of Computer Science; Faculty of Computer Science; Not Applicable; n/a; Not Applicable; Dr. Vlado Keselj; Dr. Sageev Oore; Dr. Frank Rudzicz
Differential privacy (DP) provides strong protection for sensitive data, but often reduces model performance and fairness, especially for underrepresented groups. One major reason is gradient clipping in DP-SGD, which can disproportionately suppress learning signals for minority subpopulations. Although adaptive clipping can enhance utility, it still relies on uniform hard clipping, which may restrict fairness. To address this, we introduce SoftAdaClip, a differentially private training method that replaces hard clipping with a smooth, tanh-based transformation to preserve relative gradient magnitudes while bounding sensitivity. We evaluate SoftAdaClip on various datasets, including MIMIC-III (clinical text), GOSSIS-eICU (structured healthcare), and Adult Income (tabular data). Our results show that SoftAdaClip reduces subgroup disparities by up to 87% compared to DP-SGD and up to 48% compared to Adaptive-DPSGD, and these reductions in subgroup disparities are statistically significant. These findings underscore the importance of integrating smooth transformations with adaptive mechanisms to achieve fair and private model training.
Access status: Open Access ,
In Memoriam: Dr. Donald Oliver
(Dalhousie University, 2025)
Access status: Open Access ,
In Memoriam: Dr. Lisa Dickson
(Dalhousie University, 2025)
Access status: Open Access ,
GENETIC AND ECOLOGICAL POPULATION DIFFERENTIATION IN PEALE'S DOLPHINS
(2025-10-28) Durante, Cristian Alberto; McCracken, Gregory R; Iniguez Bessega, Miguel A; Hevia, Marta; Cipriano, Frank; Ruzzante, Daniel E; Crespo, Enrique Alberto; Loizaga, Rocio