该数据集支持了关于数字孪生水产养殖场的研究。它包含三部分：（1）1344条水质时间序列记录（溶解氧、温度、pH值、浊度、盐度、氨），在14天内每隔15分钟采样;（2）15,885条鱼类个体、死鱼和水下视频中漂浮残骸的视觉边界框注释;以及（3）8,640个序列级行为标签（正常、觅食、异常、静态），用于鱼类活动识别。所有数据均来自高密度海洋笼养养殖场地采集并注释。
Md Mijanur Rahman, S. M. Saleh Ahmed, Md. Abul Bashar, Sumaiya Akter
This dataset contains 8,888 real-world images of cooking oils collected to support Artificial Intelligence (AI) and computer vision research in cooking oil quality assessment. The dataset consists of two cooking oil categories: Soyabean Oil and Mustard Oil. Images were collected…
Traditional power distribution networks within developing energy sectors frequently rely on legacy monitor-<br>ing systems or completely lack digitized telemetry, which severely limits situational awareness and delays<br>fault detection. To address these operational challenges, t…
Nicholas Ogbonna Onele, Esther N Ogbonna, Ernest S. Yakubu
This study investigated the effectiveness of Generative AI-Supported Competency-Based Instruction on undergraduate students' technical skills, problem-solving ability, self-regulated learning, and employability skills in Electrical/Electronic Technology Education. The findings re…
This study proposes a systematic method to investigate the impact of climate change on water quality using multivariate analysis and machine learning. This approach is applied in the Upper Guadiana Basin (UGB), a semi-arid region in central Spain, by analyzing historical temperat…
Khairallah Al-Talafheh, Faizah Aplop, Ali Al‐Yousef, Mamoon Obiedat, Ahed Al-Sbou
This article presents a machine learning-based predictive framework for assessing organizational Decision-Making Quality (DMQ) using Big Data Analytics Capabilities (BDAC) in healthcare organizations. The proposed framework integrates five BDAC dimensions—organizational, technica…
Jiakai You, Yinghui Zhang, Yonghong Liu, Zhongwen Hu, Jingzhe Wang, G H Wu
Leaf Area Index (LAI) serves as a key biophysical parameter for characterizing vegetation canopy structure and ecosystem functions. To address the absence of LAI products for the Fengyun-3B (FY-3B) satellite and the limitations of current satellite LAI products, this study propos…