Transactions on Intelligent Computing Systems
Research on machine learning, software systems, data engineering and human-centered computing.
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Towards reproducible edge inference with formal guarantees
Álvarez, R., Sørensen, B., Aaltonen, H., Rahman, Y., Wiśniewski, E.
Understanding static analysis is of central importance, yet existing approaches rely on restrictive assumptions. We show that the approach remains accurate under severe label noise. The analysis uses a combination of rigorous arguments and extensive numerical or empirical checks. In contrast to earlier studies, our approach accounts for heterogeneity and avoids the usual simplifying assumptions. W... [see more]
Towards reproducible edge inference with formal guarantees
Álvarez, R., Sørensen, B., Aaltonen, H., Rahman, Y., Wiśniewski, E.
Understanding static analysis is of central importance, yet existing approaches rely on restrictive assumptions. We show that the approach remains acc...[see more]
Investigation on the dynamic evolution and evaluation of floor microseismic responses during extra-thick coal seam mining
Wang, H., Yin, S., Lian, H., Cao, M., Hou, E., Wang, X., Xing, G.
The mining of extremely thick coal seams causes strong disturbances to the floor strata. When a strong aquifer exists beneath the coal seam and the effective aquiclude is weak, the risk of floor water inrush increases significantly. In recent years, microseismic (MS) monitoring technology has been widely applied, and using MS monitoring to assess floor water inrush risk has proven to be a reliable... [see more]
Investigation on the dynamic evolution and evaluation of floor microseismic responses during extra-thick coal seam mining
Wang, H., Yin, S., Lian, H., Cao, M., Hou, E., Wang, X., Xing, G.
The mining of extremely thick coal seams causes strong disturbances to the floor strata. When a strong aquifer exists beneath the coal seam and the ef...[see more]
The KUYUY Accelerograph and SIPA System: Towards Low-Cost, Real-Time Intelligent Seismic Monitoring in Peru
Ortiz, C., Alva, J., Raucana, R., Chipana, M., Oliden, J., Huarcaya, N., Riveros, G., Valverde, J.
Accelerographs are essential instruments for quantifying strong ground motion, serving as the foundation of modern earthquake engineering. In Peru, the first accelerographic station was installed in Lima in 1944; since then, various institutions have promoted the expansion of the national network. However, this network’s spatial coverage and instrumentation remain insufficient to properly characte... [see more]
The KUYUY Accelerograph and SIPA System: Towards Low-Cost, Real-Time Intelligent Seismic Monitoring in Peru
Ortiz, C., Alva, J., Raucana, R., Chipana, M., Oliden, J., Huarcaya, N., Riveros, G., Valverde, J.
Accelerographs are essential instruments for quantifying strong ground motion, serving as the foundation of modern earthquake engineering. In Peru, th...[see more]
GenPath-PPH: Integrating gene expression and pathway networks via persistent path homology enhances detection of disease-relevant pathways
Abdullahi, M., Piro, R., Suratanee, A., Plaimas, K.
Identifying disease-relevant biological pathways is critical for understanding the molecular mechanisms underlying specific disease phenotypes. Traditional techniques, such as gene set analysis, often neglect topological interactions among genes within actual biological pathways. To address this limitation, we introduce GenPath-PPH, a novel framework that integrates gene expression data with direc... [see more]
GenPath-PPH: Integrating gene expression and pathway networks via persistent path homology enhances detection of disease-relevant pathways
Abdullahi, M., Piro, R., Suratanee, A., Plaimas, K.
Identifying disease-relevant biological pathways is critical for understanding the molecular mechanisms underlying specific disease phenotypes. Tradit...[see more]
Real-Time Synchronized Multi-Axis Platform for Microscopic Image Acquisition and Matrix-Based Fusion
YALÇIN, C., Ersoy, M.
This study presents the design, implementation, and validation of a novel real-time synchronized multi-axis microscopy platform engineered for the acquisition and fusion of high- resolution images from large specimens, such as lamellae. Traditional microscopes face inherent limitations in imaging expansive samples and offering versatile movement capabilities, necessitating systems that provide a w... [see more]
Real-Time Synchronized Multi-Axis Platform for Microscopic Image Acquisition and Matrix-Based Fusion
YALÇIN, C., Ersoy, M.
This study presents the design, implementation, and validation of a novel real-time synchronized multi-axis microscopy platform engineered for the acq...[see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses (JOS DOCX counterpart)
MacNish, T., Al-Mamun, H., Bergmann, T., Bestry, M., Marsh, J., Edwards, D.
Summary Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB methods include genome-wide association studies (GWAS) and genomic selection (GS). Local haplotypes are regions of DNA that are inherited together due to high levels of linkage disequilibrium. Local haplotypes can improve the prediction accuracy and power ... [see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses (JOS DOCX counterpart)
MacNish, T., Al-Mamun, H., Bergmann, T., Bestry, M., Marsh, J., Edwards, D.
Summary Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB method...[see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses
MacNish, T., Al-Mamun, H., Bergmann, T., Bestry, M., Marsh, J., Edwards, D.
Summary Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB methods include genome-wide association studies (GWAS) and genomic selection (GS). Local haplotypes are regions of DNA that are inherited together due to high levels of linkage disequilibrium. Local haplotypes can improve the prediction accuracy and power ... [see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses
MacNish, T., Al-Mamun, H., Bergmann, T., Bestry, M., Marsh, J., Edwards, D.
Summary Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB method...[see more]
Revisiting: GenPath-PPH: Integrating gene expression and pathway networks via persistent path homology enhances detection of disease-relevant pathways
Osei, N.
Identifying disease-relevant biological pathways is critical for understanding the molecular mechanisms underlying specific disease phenotypes. Traditional techniques, such as gene set analysis, often neglect topological interactions among genes within actual biological pathways. To address this limitation, we introduce GenPath-PPH, a novel framework that integrates gene expression data with direc... [see more]
Revisiting: GenPath-PPH: Integrating gene expression and pathway networks via persistent path homology enhances detection of disease-relevant pathways
Osei, N.
Identifying disease-relevant biological pathways is critical for understanding the molecular mechanisms underlying specific disease phenotypes. Tradit...[see more]
Predictors of self-care in kidney transplant patients according to preoperative dialysis: A comparative study: methods and sensitivity checks
Duarte, M., Yoon, A., Olsen, M.
Preemptive kidney transplantation (PKT) is associated with reduced dialysis-related morbidity and improved graft survival, which has led to an increase in the prevalence of PKT. The distinct clinical pathways of PKT and non-preemptive kidney transplantation (NPKT) patients may affect their ability to perform self-care, a key factor in post-transplant recovery. However, there is ongoing controversy... [see more]
Predictors of self-care in kidney transplant patients according to preoperative dialysis: A comparative study: methods and sensitivity checks
Duarte, M., Yoon, A., Olsen, M.
Preemptive kidney transplantation (PKT) is associated with reduced dialysis-related morbidity and improved graft survival, which has led to an increas...[see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses: methods and sensitivity checks
Ivanova, D., Eriksen, I., Tembo, O.
Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB methods include genome-wide association studies (GWAS) and genomic selection (GS). Local haplotypes are regions of DNA that are inherited together due to high levels of linkage disequilibrium. Local haplotypes can improve the prediction accuracy and power of GS and... [see more]
HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses: methods and sensitivity checks
Ivanova, D., Eriksen, I., Tembo, O.
Marker assisted breeding (MAB) supports breeding by identifying individuals or molecular markers associated with important traits. MAB methods include...[see more]