Effective Classification of Plant Diseases Using Blend Unity Resqueeze With ResNet Model by Reena S, Rathinasabapathy

“…However, the task becomes complex and erroneous due to the complex nature of data. …”
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FORMS OF DISCURSIVE ENTITY IN THE WORK OF EMPLOYEES OF PROVINCIAL SCIENTIFIC ARCHIVAL COMMISSIONS by A. Minina

“…This article considers the activity of provincial scientists of archival commissions, which originated in the late XIX - early XX centuries, as a complex, multi-layer, multi-level system. The second half of the XIX - early XX centuries is characterized as the time of formation of local history as a complex integrative socio-cultural phenomenon. …”
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Distribution of the Dispersed Phase in the Gas Cleaning Equipment with Pulsating Plug by Kozii I.S., Plyatsuk L.D., НuretsL.L.

“…The work is devoted to the reduction of the technogenic impact on the environment from the emissions of heat power engineering by using a highly efficient equipment for the complex purification of exhaust gases — a equipment with a regular pulsating plug (RPP). …”
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Epipalaeolithic Ritual Practices at Gedikkaya Cave, Northwestern Türkiye by Deniz Sarı

“…These findings suggest the presence of welldeveloped and complex symbolic structures.…”
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Meta model construction mechanism in SDN architecture by Bin ZHUGE, Hua ZHU, Baoxia WANG, Weiming WANG, Julong LAN

“…Micro service is a new method of modern application architecture,its characteristic is that decomposing the complex applications into discrete,independent service,so that decoupling of applications scheme can be achieved,and the individual service could be developed,deployed and extensioned independently.The change of the application must drive on the change of the underlying network,the architecture of reconfigurable fundamental information communication network aimd to compensate for the network business requirements and network transmission capacity through the network reconfiguration mechanism.A meta model construction mechanism with the SDN architecture for fusion the reconfiguration and software defined network technology was proposed,it aimed to present the services of each layer in the SDN architecture by the form of meta model.And after referencing the AKF scale cube,a kind of meta model building method based on orthogonal decomposition was proposed.Finally,the feasibility of meta model building method based on orthogonal decomposition from the theoretical analysis and development of example was verified.…”
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A novel approach to palm vein image segmentation combining multi-scale convolution and swin-transformer networks by Wenshun Sheng, Ziling Zheng, Hanzhi Zhu

“…The model effectively enhances the robustness of palm vein recognition in complex illumination and noisy environments.…”
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IT diagnostics of Parkinson's disease based on voice markers and decreased motor activity by U. V. Vishniakou, X. Yiwei

“…The objectives of the article to propose the method for complex recognition of Parkinson's disease using machine learning, based on markers of voice analysis and changes in patient movements on known data sets. …”
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Formation of oil and gas reservoirs in deep water areas of the South Caspian Depression by Gahraman Nariman Ogly Gahramanov

“…The article comments on reasons for high layer pressures existing in the fields located in the South Caspian Depression (SCD), studies impacting factors and develops a methodical estimation on this basis. …”
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ENGINEERING GEOPHYSICAL RESEARCH FOR MAPPING OF HYDROGEOLOGICAL CONDITIONS OF IMERETI LOWLAND by S. A. Grokholskaya, V. V. Romanov

“…It was found that the geological section has a layered structure to a depth of about 100 m, for the each layer the geophysical parameters were found, including the velocity of longitudinal (300÷1950 m/s) and transverse waves (100÷250 m/s), as well as a range of values of the electrical resistance (50÷1000 Ohm · m), relative dielectrical permeability (20-60 units).…”
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Quad-Band Terahertz Absorber Based on a Simple Design of Metamaterial Resonator by Ben-Xin Wang, Gui-Zhen Wang

“…The proposed device resolves large unit size, complex resonance structure, and time-consuming and costly fabrication steps, which previously reported absorbers frequently encountered. …”
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SPECTRAL DISTRIBUTION OF SPONTANEOUS ELECTROLUMINESCENCE IN GREEN LIGHT EMITTING DIODES AT DIFFERENT EXCITATION LEVELS by D. S. Bobuchenko, D. S. Domanevskii, I. A. Khorunzhii, Yu. V. Trofimov, V. I. Tsvirko, R. D. Kakanakov

“…Metrological possibilities of a specialised measuring complex with which help electroluminescence spectra (EL) light-emitting diodes (LED) are received are studied. …”
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Algorithm early diagnosis optic nevritis by M. S. Kasimova, G. H. Khamraeva, D. K. Mahkamova

“…Everyone were examined using static perimetry, optical coherence tomography of the optic nerve and thickness of peripapillary nerve fiber layer, visual evoked potentials to flash and pattern types.Results. …”
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Intelligent and open new generation telecom service architecture and its key technologies by Jianxin LIAO, Hao ZHANG, Tong XU, Lingfei NI, Jingyu WANG, Wenfu WU

“…For complex heterogeneous networks,IOTSA (intelligent and open telecom service architecture) based on the comprehensive decoupling of service systems was proposed,as well as core mechanisms such as intelligent scheduling of network resources,dynamic service orchestration and combination,and intelligent monitoring of abnormal behavior.Through the establishment of a three-level interface and four-layer capability opening architecture,multi-granular capability opening and comprehensive resource sharing were realized,which met the needs of multiple scenarios.Key technologies such as low-risk and low-cost rapid decoupling of service systems and dynamic coordination of multiple services were proposed.These achievements had formed a series of international standards and had been applied on a large scale on existing networks.By providing a large number of ultra-fine-grained capabilities,396 atomic capabilities,and flexible composite capabilities,the development of operator and third-party services and applications were strongly supported.…”
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Video description method based on multidimensional and multimodal information by Enjie DING, Zhongyu LIU, Yafeng LIU, Wanli YU

“…In order to solve the problem of complex information representation in automatic video description tasks,a multi-dimensional and multi-modal visual feature extraction and fusion method was proposed.Firstly,multi-dimensional features such as static and dynamic attributes of the video sequence were extracted by transfer learning,and the image description algorithm was also used to extract the semantic information of the key frames in the video.By doing this,the video features extraction was carried out.Then,multi-layer long and short memory networks were used to fuse multi-dimensional and multi-modal information,and finally generated a language description of the video content.Compared with the existing methods,experimental simulations results show that the proposed method achieves better results in the video automatic description task.…”
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Novel Insights into the Proteus mirabilis Crystalline Biofilm Using Real-Time Imaging. by Sandra A Wilks, Mandy J Fader, C William Keevil

“…This real-time imaging technique permits study of this complex biofilm development with no risk of artefacts due to sample manipulation. …”
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Ligand-receptor dynamics in heterophily-aware graph neural networks for enhanced cell type prediction from single-cell RNA-seq data by Lian Duan, Mahshad Hashemi, Alioune Ngom, Luis Rueda

“…By leveraging the inherent graph structure in datasets, GNNs excel in capturing complex dependencies and patterns that traditional neural networks might miss. …”
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Direct 3D printing of bilayered scaffold for subchondral plate regeneration by Sena Su Torun, Mehmet Murat Bozdag, Savas Evran, Elif Ilhan, Ayse Ceren Calikoglu Koyuncu, Oguzhan Gunduz, Cem Bulent Ustundag

“…Mechanical characterization revealed distinct tensile strength and stiffness gradients between the bone layer (BL) and the calcified cartilage layer (CCL). …”
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Fracture characteristics of reservoirs with different lithologies in marine-continental transitional facies and its influence on fracturing by ZHANG Wen, LIU Xiangjun, LIANG Lixi, XIONG Jian, WU Jianjun, LI Bing

“…The hydraulic fracture height tendency is blunted in the process of moving from the mudstone layer into the sandstone layer， and the interbedded coal layer in the reservoir will significantly reduce the fracture height and increase the probability of non-uniform proppant placement in the reservoir. …”
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Sedimentary processes controlling gas hydrate accumulation in the Shenhu area of the northern South China Sea by Wenlin Chen, Wenlin Chen, Chenyang Bai, Chenyang Bai, Chenyang Bai, Hongyuan Xu, Hongyuan Xu, Xiaolei Xu, Xiaolei Xu

“…Conversely, during periods of high sea level and warmer climate conditions, the enhanced contour current intensity and velocity are accompanied by increased illite/smectite mixed-layer content, whose complex internal structure and large specific surface area reduce sediment porosity and permeability, thereby inhibiting gas hydrate formation. …”
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Anti‐Motion Artifacts Iontronic Sensor for Long‐Term Accurate Fingertip Pulse Monitoring by Jia You, Mingyang Lu, Lamu Dazhen, Mengjie Gao, Ruiyan Zhang, Wendong Li, Fan Lei, Wei Ren, Guangxian Li, Junlong Yang

“…Additionally, the sensor incorporates a dielectric layer and double electrode layer (EDL) sensing interface, with a low‐friction design that ensures high sensitivity (92.76 kPa−¹) and stability, maintaining performance over millions of cycles. …”
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