Construction and Analysis of Emotion Computing Model Based on LSTM by Huiping Jiang, Rui Jiao, Zequn Wang, Ting Zhang, Licheng Wu

“…This was 13% lower than in the ALL-LSTM model, indicating that inappropriate feature extraction methods could destroy the timing of EEG signals. LSTM can be used to thoroughly examine EEG signal timing and preprocessed EEG data. …”
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Image recoloring detection based on inter-channel correlation by Nuo CHEN, Shuren QI, Yushu ZHANG, Mingfu XUE, Zhongyun HUA

“…Image recoloring is an emerging editing technique that can change the color style of an image by modifying pixel values.With the rapid proliferation of social networks and image editing techniques, recolored images have seriously hampered the authenticity of the communicated information.However, there are few works specifically designed for image recoloring.Existing recoloring detection methods still have much improvement space in conventional recoloring scenarios and are ineffective in dealing with hand-crafted recolored images.For this purpose, a recolored image detection method based on inter-channel correlation was proposed for conventional recoloring and hand-crafted recoloring scenarios.Based on the phenomenon that there were significant disparities between camera imaging and recolored image generation methods, the hypothesis that recoloring operations might destroy the inter-channel correlation of natural images was proposed.The numerical analysis demonstrated that the inter-channel correlation disparities can be used as an important discriminative metric to distinguish between recolored images and natural images.Based on such new prior knowledge, the proposed method obtained the inter-channel correlation feature set of the image.The feature set was extracted from the channel co-occurrence matrix of the first-order differential residuals of the differential image.In addition, three detection scenarios were assumed based on practical situations, including scenarios with matching and mismatching between training-testing data, and scenario with hand-crafted recoloring.Experimental results show that the proposed method can accurately identify recolored images and outperforms existing methods in all three hypothetical scenarios, achieving state-of-the-art detection accuracy.In addition, the proposed method is less dependent on the amount of training data and can achieve fairly accurate prediction results with limited training data.…”
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Pre-trial investigation in the de-occupied territories: normative regulation and prospects for implementation by T. H. Fomina

“…The issue of the procedure for carrying out criminal proceedings in which materials are lost, in particular destroyed in the occupied territory, is also not defined. …”
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Load-Bearing Capacity of Podium Frame for Translucent Atrium Roof by Aleksandra R. Masenene, Sergey V. Klyuev

“…The test was carried out until the sample was destroyed. Results. The load-bearing capacity of the podium frame made of fiberglass has been determined. …”
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Effect of Hydrolysate Derived from Subcritical Seawater Treatment of Buckwheat Waste on the Growth of Lettuce (<i>Lactuca sativa</i> L.) by Yongheng Yuan, Faqinwei Li, Naoto Shimizu

“…The X-ray diffraction of the residual solids showed that the structure of BW was destroyed. Compared with seawater, the hydrolysate contained higher amounts of elements beneficial to plant growth, such as N, P, K, and organic compounds such as phenolics and sugars, as a result of the degradation of BW caused by the SST. …”
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Effect of Freeze–Thaw Action on Mesostructure of Ecological Fiber Reinforced Loess by Zhongnan Gao, Xiaofeng Liu, Chao Cheng, Chen Li, Haifeng Zhang, Qian Wang

“…Traditional chemical additives inevitably pollute, damage, and destroy the ecological environment and natural resources while simultaneously addressing the requirements of engineering construction in loess areas. …”
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THE METHODOLOGY OF COST MANAGEMENT IN THE MODERN SOCIETY by P. Labzunov

“…The top-down administrative system for industrial enterprises' activity and cost management, which functioned in the USSR, is destroyed even in the 90's of past century, and industrial enterprises, large companies preserved only the separate elements of cost management system, they mainly use the methods of limitation and expenditures control, while the integrated system for expenditures management is necessary. …”
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Violent crime motivated by war-related hate: concepts, signs, development trends by V. V. Sokurenko

“…The article substantiates the need to study violent crime motivated by hatred related to the war as a separate criminological category in view of the ongoing armed conflict on the territory of Ukraine, the annexation of part of its territories and open calls by the Russian authorities to destroy the Ukrainian nation, incite hatred to everything that identifies Ukraine as a sovereign independent state. …”
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Adolescent Sports Behavior and Social Networks: The Role of Social Efficacy and Self-Presentation in Sports Behavior by Lei Lei, Huifang Zhang, Xin Wang

“…Social networks are a complex system that members communicate, create new connections or destroy existing connections, and further deliver major impacts on each member’s life. …”
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NEW TECHNOLOGIES FOR RESTORATION AND PROTECTION OF POWER EQUIPMENT WITH THE AID OF COMPOSITE MATERIALS by A. O. Ischenko, V. M. Kravchenko, O. V. Dashko, D. V. Kakareka

“…The technology of the recovery pneumatic cylinder, hydraulic cylinder rod, as well as the unique technology of restoration of working surfaces of the impeller vanes of transfer pump, that had been destroyed by corrosion in conjunction with the cavitation processes and were considered as not restorable is described. …”
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Dynamic Response and Failure Characteristics of Slope with Weak Interlayer under Action of Near-Fault Ground Motion by Bing Yang, Jiangrong Hou, Yifei Liu, Zihong Zhou

“…It was found that a combined effect took place between the near-fault ground motion and the weak interlayer, causing the slope near a fault to be destroyed more easily. The coupling between the near-fault ground motion and the weak interlayer leads to a maximum amplification effect of the slope. …”
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Freins et leviers pour l’installation de jardins en bord de voies by Grégoire Chelkoff, Magali Paris

“…Taking the opposite view to a position of fixing territories destroyed by the transport infrastructures, we seek the urban development potentials inherent to road/gardens context. …”
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Christian Zionism and Its Impact on USA Politics by Servet Doğan, Mahmut Aydın

“…Or do Christian Zionists, together with Jewish Zionists, believe that the coming Messiah at the end of the world will destroy the Al-Aqsa Mosque and build the Temple of Solomon in its place? …”
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Retention proposal in complex cavities. by Pedro Alvarez Rodríguez, Eduardo M. Curbeira Hernández, Eduardo Duarte Marrero, Yisell Peláez Rivas, Aracelis Navarro Sánchez

“…It is not an easy discipline that gives enjoyable results with little effort due to the difficulties that a correct reconstruction of a destroyed dental element offers.The frequency with which pulpar injury occurs while anchoring additional retainers in complex cavities, the technical difficulties the lack of these devices cause and the need to simplify dental procedures lead this study to show the advantages to substitute additional retainers for a retainer surcus. …”
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Key Bearing Structure Instability Mechanism: A Case Study in Mining Under Close-Distance Coal Pillar by Jieyang Ma, Shihao Tu, Hongsheng Tu, Kaijun Miao, Hongbin Zhao, Long Tang

“…In the 9204 working face, the key bearing structure was destroyed when the coal pillar was 14 m wide, resulting in the roof stress being as high as 31.81 MPa. …”
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TOWARDS THE QUESTION OF SOCIO-CULTURAL AND EPISTEMOLOGICAL STATUS OF IDEOLOGY IN CONTEMPORARY SOCIETY by V. E. Gromov

“…To produce proofs against the false rhetoric about “deideologization”, as a harmful and destructive idea for social awareness, that aims to destroy basic humans’ ethical values and to manipulate their living motivations. …”
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Sources of gray mold rot resistance in strawberries in the environments of the Middle Urals by E. Yu. Nevostrueva

“…One of the most common diseases affecting garden strawberry fruits is gray mold rot. It is capable of destroying more than half of the fruit harvest in the wet seasons observed in the Middle Urals in recent years. …”
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Mass Cytometry Reveals the Imbalanced Immune State in the Peripheral Blood of Patients with Essential Hypertension by Rui Yang, Yuhong He, Honggang Zhang, Qiuju Zhang, Bingwei Li, Changming Xiong, Yubao Zou, Bingyang Liu

“…We analyzed whether hypertensive peripheral blood immune cell balance was destroyed. The peripheral blood mononuclear cells (PBMCs) of all subjects were analyzed using time-of-flight cytometry (CyTOF) based on 42 kinds of metal-binding antibodies. …”
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Harigeeta: Cic Mechanism with Euclidean Steiner Tree for Service Latency Prediction in Delay-Sensitive Cloud Services by Rahul Kumar Sharma, Sarvpal Singh

“…Online trade, marketing and banking have a large market of cloud services, which require minimum latency in the real-time response otherwise the whole market would be destroyed. Latency prediction plays a crucial role in managing the load on the data center. …”
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Necroptotic Cell Death Signaling and Execution Pathway: Lessons from Knockout Mice by José Belizário, Luiz Vieira-Cordeiro, Sylvia Enns

“…Under stress conditions, cells in living tissue die by apoptosis or necrosis depending on the activation of the key molecules within a dying cell that either transduce cell survival or death signals that actively destroy the sentenced cell. Multiple extracellular (pH, heat, oxidants, and detergents) or intracellular (DNA damage and Ca2+ overload) stress conditions trigger various types of the nuclear, endoplasmic reticulum (ER), cytoplasmatic, and mitochondrion-centered signaling events that allow cells to preserve the DNA integrity, protein folding, energetic, ionic and redox homeostasis, thus escaping from injury. …”
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