FALAH-BASED SHARIA VALUE-ADDED: AN ANTITHESIS TO THE CONCEPT OF NET PROFIT by Aji Dedi Mulawarman, Aaiman Siddiqui

“…Abstract - Falah-Based Sharia Value-Added: An Antithesis to the Concept of Net Profit Main Purpose - This research aims to put Falah-based Shariah Value Added into practice as an antithesis to net profit. …”
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CHDPL-Net: a lightweight network for Chinese herbal decoction pieces detection by Chuhe Lin, Zhijun Xie, Xing Jin, Hangjuan Lin, Renguang Shan

“…Abstract To advance the integration of traditional Chinese medicine (TCM) with next-generation information technologies, the intelligent identification of Chinese herbal decoction pieces (CHDP) has become a crucial research direction. …”
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Information and business performance: a study of information systems and services in high-performing companies by T.D. Wilson, I. Owen, A. Abell

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From information behaviour research to the design of information systems: the Cognitive Work Analysis framework by Raya Fidel, Annelise Mark Pejtersen

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Information relations for social change: exploring the information behaviour of academics undertaking impact work by Joann Cattlin, Lisa M. Given

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Optimal Convolutional Networks for Staging and Detecting of Diabetic Retinopathy by Minyar Sassi Hidri, Adel Hidri, Suleiman Ali Alsaif, Muteeb Alahmari, Eman AlShehri

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Case Study of using the ICT in Life Security Education by N. Asipova, Z. Kazakbaeva

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ESLiteU²-Net: A Lightweight U²-Net for Road Extraction From High-Resolution Remote Sensing Images by Rui Xu, Zhenxing Zhuang, Renzhong Mao, Yihui Yang

“…Extracting road information from high-resolution remote sensing images has become a research hotspot in remote sensing image processing due to its cost-effectiveness and efficiency. …”
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Fusion of RetinaFace and improved FaceNet for individual cow identification in natural scenes by Lingling Yang, Xingshi Xu, Jizheng Zhao, Huaibo Song

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EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images by Jianye Yuan, Xin Ma, Zhentong Zhang, Qiang Xu, Ge Han, Song Li, Wei Gong, Fangyuan Liu, Xin Cai

“…Subsequently, EFFC-Net is compared with CNN and transformer models. …”
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HDSA-Net: Haze Density and Semantic Awareness Network for Hyperspectral Image Dehazing by Qianru Liu, Tiecheng Song, Anyong Qin, Yin Liu, Feng Yang, Chenqiang Gao

“…Existing deep learning-based dehazing methods neither fully consider the physical characteristics of HSIs, nor take advantage of high-level semantic information to improve the dehazing performance. To remedy these, in this article we propose a Haze Density and Semantic Awareness Network (HDSA-Net) for HSI dehazing. …”
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DANC-Net: Dual-Attention and Negative Constraint Network for Point Cloud Classification by Hang Sun, Yuanyue Zhang, Jinmei Shi, Shuifa Sun, Guanqun Sheng, Yirong Wu

“…In addition, they only adopt ground-truth as positive information to guide the training of networks while ignoring negative information. …”
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DMCF-Net: Dilated Multiscale Context Fusion Network for SAR Flood Detection by Zhimin Wang, Lingli Zhao, Nan Jiang, Weidong Sun, Jie Yang, Lei Shi, Hongtao Shi, Pingxiang Li

“…CSAF module combines contextual information from neighboring scales, using edge details from shallow features and semantic information from deep features. …”
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FTA-Net: Frequency-Temporal-Aware Network for Remote Sensing Change Detection by Taojun Zhu, Zikai Zhao, Min Xia, Junqing Huang, Liguo Weng, Kai Hu, Haifeng Lin, Wenyu Zhao

“…FTA-Net outperforms state-of-the-art methods on three challenging CD datasets, and it have fewer parameters (4.93M) and lower computational cost (6.71 G).…”
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DTFA-Net: Dynamic and Texture Features Fusion Attention Network for Face Antispoofing by Xin Cheng, Hongfei Wang, Jingmei Zhou, Hui Chang, Xiangmo Zhao, Yilin Jia

“…This paper studied the differences between photos, videos, and real faces in static texture and motion information and proposed a living detection structure based on feature fusion and attention mechanism, Dynamic and Texture Fusion Attention Network (DTFA-Net). …”
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Optimizing RetinaNet anchors using differential evolution for improved object detection by Asaad Mohammed, Hosny M. Ibrahim, Nagwa M. Omar

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GCSA-ResNet: a deep neural network architecture for Malware detection by Yukang Fan, Kun Zhang, Bing Zheng, Yu Zhou, Jinyang Zhou, Wenting Pan

“…This paper proposes GCSA-ResNet, a novel deep learning model that significantly enhances malware detection performance by integrating the Global Channel-Spatial Attention (GCSA) module with ResNet-50. …”
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ARM-Net: A Tri-Phase Integrated Network for Hyperspectral Image Compression by Qizhi Fang, Zixuan Wang, Jingang Wang, Lili Zhang

“…The proposed framework, known as ARM-Net, is evaluated on seven mixed hyperspectral datasets. …”
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Single-Pixel Imaging Reconstruction Network with Hybrid Attention and Enhanced U-Net by Bingrui Xiao, Huibin Wang, Yang Bu

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U-Net-based VGG19 model for improved facial expression recognition by Xiaohu ZHAO, Jingyi ZHANG, Mingzhi JIAO, Lixun XIE, Lanfei WANG, Weiqing SUN, Di ZHANG

“…In conclusion, integrating the U-Net architecture and enhanced SEAttention module into the VGG19 network led to significant advancements in facial expression recognition. …”
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