A Robust Approach for Blur and Sharp Regions’ Detection Using Multisequential Deviated Patterns by Awais Khan, Ali Javed, Aun Irtaza, Muhammad Tariq Mahmood

“…Moreover, the proposed method is also computationally efficient over state-of-the-art methods.…”
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Diagnosis of COVID-19 Using a Deep Learning Model in Various Radiology Domains by Yousef Alhwaiti, Muhammad Hameed Siddiqi, Madallah Alruwaili, Ibrahim Alrashdi, Saad Alanazi, Muhammad Hasan Jamal

“…In this work, we designed a model using convolutional neural network in order to detect COVID-19 from X-ray, Computed Tomography (CT), and Magnetic Resonance Imaging (MRI) images. …”
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Multi task opinion enhanced hybrid BERT model for mental health analysis by Md. Mithun Hossain, Md. Shakil Hossain, M. F. Mridha, Mejdl Safran, Sultan Alfarhood

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Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture by Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Adnane Mohamed Mahraz, Hamid Tairi, Jamal Riffi

“…The development of emotionally intelligent computers depends on emotion recognition based on richer multimodal inputs, such as text, speech, and visual cues, as multiple modalities complement one another. …”
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Inkjet-printed electronics for rapid and low-cost prototyping of digital microfluidic devices using an off-the-shelf printer by Babak Kamali Doust Azad, Amirhossein Roozbahani, Seyed Mohammad Tabatabaei, Amirali Valinejad, Alireza Fazelian, Kimia Shahmoradi, Fatemeh Khatami, Seyed Mohammad Kazem Aghamir, Mohammadreza Kolahdouz

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Schizophrenia recognition based on three-dimensional adaptive graph convolutional neural network by Guimei Yin, Jie Yuan, Yanjun Chen, Guangxing Guo, Dongli Shi, Lin Wang, Zilong Zhao, Yanli Zhao, Manjie Zhang, Yuan Dong, Bin Wang, Shuping Tan

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FPGA-QNN: Quantized Neural Network Hardware Acceleration on FPGAs by Mustafa Tasci, Ayhan Istanbullu, Vedat Tumen, Selahattin Kosunalp

“…With the development of complex CNN models, a significant drawback is their high computational burden and memory requirements. The performance of a typical CNN model can be enhanced by the improvement of hardware accelerators. …”
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Smart Predictor for Spontaneous Combustion in Cotton Storages Using Wireless Sensor Network and Machine Learning by Umar Farooq Shafi, Waheed Anwar, Imran Sarwar Bajwa, Hina Sattar, Iqra Yaqoob, Aqsa Mahmood, Shabana Ramzan

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Prediction of circRNA-miRNA Associations Based on Network Embedding by Wei Lan, Mingrui Zhu, Qingfeng Chen, Jianwei Chen, Jin Ye, Jin Liu, Wei Peng, Shirui Pan

“…In this paper, we propose a new computational method, NECMA, based on network embedding to predict potential associations between circRNAs and miRNAs. …”
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Near-orientation deformation banding formation mechanism of Al-Mg-Mn-Er alloy by Hongfu Yang, Mengnie Li, Yaru Wu, Shumeng Lu, Rensong Huang, Shanju Zheng, Xiaohong Yuan, Yonghua Duan

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Mapreduce dalam Layanan Transcoding by David Kristiadi, Arum Marwati

“…Transcoding service using Mapreduce consists of several computers connected to a LAN, one as master and the other as worker computers. …”
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Selective Segmentation for Global Optimization of Depth Estimation in Complex Scenes by Sheng Liu, Haiqiang Jin, Xiaojun Mao, Binbin Zhai, Ye Zhan, Xiaofei Feng

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The segmentation of nanoparticles with a novel approach of HRU2-Net† by Yu Zhang, Heng Zhang, Fengfeng Liang, Guangjie Liu, Jinlong Zhu

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Dynamic Multiobjective Optimization with Multiple Response Strategies Based on Linear Environment Detection by Qiyuan Yu, Shen Zhong, Zun Liu, Qiuzhen Lin, Peizhi Huang

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l0 Sparsity for Image Denoising with Local and Global Priors by Xiaoni Gao, Mei Yu, Jianrong Wang, Jianguo Wei

“…In addition, to make the correlations between pixels more meaningful, we adopt Principle Component Analysis to measure the similarities, which can be both propitious to reduce the computational complexity and improve the accuracies. …”
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Multiple Linear Regression Model Based on Neural Network and Its Application in the MBR Simulation by Chunqing Li, Zixiang Yang, Yiquan Deng, Tao Wang

“…The computer simulation of the membrane bioreactor MBR has become the research focus of the MBR simulation. …”
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Application of Data Science Technologies in Intelligent Prediction of Traffic Congestion by Xu Yang, Shixin Luo, Keyan Gao, Tingting Qiao, Xiaoya Chen

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Efficient location-based conditional privacy-preserving authentication scheme for vehicle ad hoc networks by Libing Wu, Jing Fan, Yong Xie, Jing Wang, Qin Liu

“…Compared with the most recently proposed authentication schemes, the proposed scheme markedly decreases the computation costs of message signing and message verification phase, while satisfies all security requirements of vehicle ad hoc networks and provides conditional privacy-preserving.…”
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Cooperative Search and Rescue with Artificial Fishes Based on Fish-Swarm Algorithm for Underwater Wireless Sensor Networks by Wei Zhao, Zhenmin Tang, Yuwang Yang, Lei Wang, Shaohua Lan

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Application of Variational Mode Decomposition and Multiscale Permutation Entropy in Rolling Bearing Failure Analysis by Haorui Liu, Haijun Li, Rongyan Wang, Hengwei Zhu, Jianchen Zhang

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