Research ArticleOpen accessIn the abstractPublic Perception and the Future of the Illinois Dairy IndustryC. Matthew Rendleman, Phillip R. Eberle, William C. Peterson et al.Problem statement: Illinois dairy production is shrinking both absolutely and relative to other states. If historic trends continue growth will come from larger, more technologically and economically efficient dairy operations. Several expansions that could have slowed the decline have been thwarted by community opposition. This paradox, the need for change versus resistance to growth in dairy farming, motivated the study … …Journal of Social Sciences, Vol. 6, Issue 3 · 30 Sep 2010 · 7,417 accessesView PDFCite
Research ArticleOpen accessAll words, across the recordA Context-Aware Temporal Convolutional Network for Water Replacement Prediction in Catfish Biofloc Ponds With Imbalanced Event HandlingYaddarabullah, Inanpi Hidayati Sumiasih, Mutiara Dewi PuspitawatiWater replacement is a biologically critical yet under-automated decision in biofloc-based aquaculture systems. Mistimed actions can destabilize microbial ecosystems, elevate fish mortality, and compromise sustainability through excessive water usage. Traditional rule-based heuristics often fail to account for the nonlinear and multiscale dynamics of pond environments. To address this, we propose a Context-Aware Temporal Convolutional Network (CA-TCN), a rare-event classification framework … …Journal of Computer Science, Vol. 22, Issue 3 · 5 Mar 2026 · 1,664 accessesView PDFCite