New Robust Principal Component Analysis for Joint Image Alignment and Recovery via Affine Transformations, Frobenius and L2,1 Norms by Habte Tadesse Likassa

“…Conducted simulations on the recovery of face images and handwritten digits demonstrate the effectiveness of the new approach compared with the main state-of-the-art works.…”
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“Punk’s Not Dead, It Lives on The Football Terraces”: Tracing The Legacy of Punk in Subcultural Milieu of The Football Firms by Hüseyin Serbes

“…The discovery of Punk, which offers a subcultural capital against commodification, alienation and commercialized football, may regenerate the praxis of pleasure, poetry, art, imagination, love and revolution on the football terraces.…”
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Commuting flow prediction using OpenStreetMap data by Kuldip Singh Atwal, Taylor Anderson, Dieter Pfoser, Andreas Züfle

“…This research broadens the utility of state-of-the-art commuting flow prediction models with globally available OpenStreetMap data while achieving prediction accuracy comparable to location-specific and proprietary data. …”
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Robotics for Natural Orifice Transluminal Endoscopic Surgery: A Review by Xiaona Wang, Max Q.-H. Meng

“…In this paper, we survey on the state-of-the-art devices used in NOTES and introduce both the flexible instruments based on improvement of current endoscopic platforms and the revolutionary concept of robotic platforms based on the convergence of communication and micromechatronics technologies. …”
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Multidisciplinary Management of Soft Tissue Sarcoma by Lukas M. Nystrom, Nickolas B. Reimer, John D. Reith, Long Dang, Robert A. Zlotecki, Mark T. Scarborough, C. Parker Gibbs

“…The goal of this paper is to review the current state of the art in multidisciplinary management of soft tissue sarcoma.…”
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A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification by Qinghe Zheng, Mingqiang Yang, Xinyu Tian, Nan Jiang, Deqiang Wang

“…Finally, experimental results about image classification on the coarse-grained dataset CIFAR-10 (93.41%) and fine-grained dataset CIFAR-100 (70.22%) demonstrate the effectiveness of the framework by comparing with state-of-the-art results.…”
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Snapshots of Pseudomonas aeruginosa SOS response reveal structural requisites for LexA autoproteolysis by Filippo Vascon, Sofia De Felice, Matteo Gasparotto, Stefan T. Huber, Claudio Catalano, Monica Chinellato, Riccardo Mezzetti, Alessandro Grinzato, Francesco Filippini, Lorenzo Maso, Arjen J. Jakobi, Laura Cendron

“…By integrating state-of-the-art structural approaches with in vitro binding and functional assays, we elucidated the molecular events activating the SOS response in P. aeruginosa, focusing on the RecA-LexA interaction. …”
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Bolt loosening detection in a jointed beam using empirical mode decomposition–based nonlinear system identification method by Chao Xu, Chen-Chen Huang, Wei-Dong Zhu

“…In this work, a state-of-art nonlinear system identification method based on empirical mode decomposition is utilized and extended to detect bolt loosening in a jointed beam. …”
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MUSICAL EDUCATION VERSUS MAN OF CONTEMPORARY SOCIETY by Stela GUŢANU

“…Along with the other forms of art, music contributes to the society’s cultural continuity and stability. …”
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Linguistic Potentialities in Eliot's New Idea about the Old Concept “Classic” by Leila Aghayani Chavoshi

“…Such a work is not a classic one due to its antiquity or being compatible with the principles of classicism (school art of 18th century).  According to Eliot a “classic” work is an outstanding literary work with excellent characteristics. …”
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Désirer le monde : le rôle de l’atmosphère au cinéma dans la subjectivation éthique et esthétique du spectateur by Louise Bouvet-Zieleskiewicz

“…Far from being only an encompassing ambiance in which the subject would be immersed, atmosphere is seen here as an active instance which shapes the spectator subject, participates in the creation of the spectator’s personality and prompts a form of continual renewal of his curiosity and manner of perception. L’art et le monde by Charles Bobant will allow us to update this productive dimension of atmosphere. …”
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Reviews Simile in the Ruh-alarvah of Shahaboddin Ahmad Samaani with emphasis on the vehicle by hamid rezaie, محمد رضایی, منیره مسیبی

“…Then living devices, clothing and different locations have been used as vehicle. Martial of art terms, animals, humans, human organs, jewelry and mining, light, businesses and food are placed in the next category.…”
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HRDA-Net: image multiple manipulation detection and location algorithm in real scene by Ye ZHU, Yilin YU, Yingchun GUO

“…Aiming at the problems that the fake image just contains one tampered operation in mainstream manipulation datasets and the artifact is a common problem in manipulation location.The multiple manipulation dataset (MM Dataset) was constructed for real scene, which contained both splicing and removal in each images.Based on this, an end-to-end high-resolution representation dilation attention network (HRDA-Net) was proposed for multiple manipulation detection and localization, which fused the RGB and SRM features through the top-down dilation convolutional attention (TDDCA).Finally, the mixed dilated convolution (MDC) would respectively extract the features of splicing and removal, which could realize multiple manipulation location and confidence prediction.The cosine similarity loss was proposed as auxiliary loss to improve the efficiency of network.Experimental results on MM Dataset indicate that the performance and robustness of HRDA-Net is better than semantic segmentation methods.Furthermore, the scores of F1 and AUC are greater than state-of-the-art manipulation location methods in CASIA and NIST datasets.…”
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An Adaptive Image Inpainting Method Based on Continued Fractions Interpolation by Lei He, Yan Xing, Kangxiong Xia, Jieqing Tan

“…The experimental results showed that the proposed algorithm had better visual effect and higher Peak Signal to Noise Ratio compared with the state-of-the-art methods.…”
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Drone Video Anomaly Detection by Future Segmentation Prediction and Spatio- Temporal Relational Modeling by Ahmed Fakhry, Janghoon Lee, Jong Taek Lee

“…Our method achieves state-of-the-art (SOTA) AUC scores of 68.13% on the UIT-ADrone dataset and 73.5% mAUC on the Drone-Anomaly dataset, surpassing previous methods by 2.68% and 5.71% respectively. …”
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Fully Connected Neural Networks Ensemble with Signal Strength Clustering for Indoor Localization in Wireless Sensor Networks by Marcin Bernas, Bartłomiej Płaczek

“…The proposed method was verified and compared against state-of-the-art localization approaches in real world indoor environment by using both stationary and mobile sensor nodes.…”
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Hybrid clustering strategies for effective oversampling and undersampling in multiclass classification by Amirreza Salehi, Majid Khedmati

“…The results were subsequently compared with those of several state-of-the-art algorithms. Based on the results, the proposed algorithm outperforms the competing algorithms under different scenarios. …”
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Comment interpréter une revue ? Quelques pistes de lecture by Francis Mus

“…All of this will be illustrated by way of the Belgian periodical L’art libre (1919-1922).…”
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Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation by Nadir Sella, Florent Guinot, Nikita Lagrange, Laurent-Philippe Albou, Jonathan Desponds, Hervé Isambert

“…The performance of MIIC-SDG is demonstrated on different clinical datasets and favorably compares with state-of-the-art synthetic data generation methods, based on the QPS trade-off between several quality and privacy metrics.…”
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Research on named entity recognition method in cybersecurity based on soft prompt tuning and reinforcement learning by TIAN Zeshu, LIU Chunyu, ZHANG Yunting, ZHANG Jiayu, MENG Chao, ZHANG Hongli

“…The proposed method was evaluated on two benchmark cybersecurity NER datasets, with experimental results demonstrating superior performance in F1 score compared to state-of-the-art cybersecurity NER methods.…”
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