A Comprehensive Approach to Intrusion Detection in IoT Environments Using Hybrid Feature Selection and Multi-Stage Classification Techniques by G. Logeswari, J. Deepika Roselind, K. Tamilarasi, V. Nivethitha

“…This paper presents a novel IDS that integrates Quantum-Inspired Particle Swarm Optimization (QIPSO) with Adaptive Neuro-Fuzzy Inference System (ANFIS) for optimized feature selection, followed by a multi-stage classification pipeline using Capsule Networks (CapsNets) and Attention Augmented-Recurrent Neural Networks (RNNs). …”
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Ten-Year Follow-Up of Collision Tumors Composed of Craniopharyngioma and Pituitary Adenoma: A Case Report and Literature Review by Takeshi Miyazaki, Kentaro Kowari, Hirotake Eda, Mizuki Kambara, Riruke Maruyama, Yasuhiko Akiyama

“…If we had suspected and diagnosed the tumor involved as not only CP but also PA at the first operation, the second operation could have been avoided because we would have chosen gamma knife surgery for the residual tumor. We should draw attention to this rare situation for differential diagnosis of parasellar tumor to avoid unnecessary surgery and to decide the best strategy for treatment. …”
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Market-based or policy strategies to increase the cultivation of legumes for livestock? Effects on the cropping pattern and economic performance by Efstratios Michalis, Athanasios Ragkos, Chrysovalantis Malesios

“…Abstract Legume crops, the production of which is related to their use in animal nutrition (referred to in this study as “legumes for livestock—LL” and include species such as bean, lupin, pea, vetch and clover), have positive effects on the economic performance of farms and environmental outcomes, although their relation to sustainable weed management practices (SWMP) has received limited attention. The expansion of LL in Europe is limited due to market constraints, despite important policy incentives. …”
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Research of court evidence of the time of Kievan Rus accomplished by professor O. I. Paliumbetskyi (1811-1897) by V. A. Grechenko

“…I. Paliumbetskyi drew attention to the fact that the distinctive feature of the most ancient laws of many peoples was the identity of private and criminal law, according to which all decisions regarding private relations between individuals were at the same time criminal law, and certain punishment was provided for their violation. …”
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Groundwater Level Forecasting in the Jakarta Groundwater Basin by Andi Agus Nur, Dani Ruswandi

“…As a result, the use of AI techniques in GWL modeling continues to grow, attracting the attention of scientists around the world. Using a nonlinear autoregressive network with extrinsic input (NARX) with a timestep of 14 days, this study is aimed at predicting the volatility of Jakarta’s GWL. …”
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Source material for naked barley breeding in the Northwest of the Russian Federation by K. A. Lukina, I. G. Loskutov, V. I. Khoreva, O. N. Kovaleva

“…However, breeders in Russia are still paying much less attention to naked barleys that they do to covered ones.Materials and methods. …”
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Dynamic Task Planning for Multi-Arm Harvesting Robots Under Multiple Constraints Using Deep Reinforcement Learning by Feng Xie, Zhengwei Guo, Tao Li, Qingchun Feng, Chunjiang Zhao

“…Second, we introduce a self-attention mechanism and a centralized training and execution strategy in the design and training of our deep reinforcement learning (DRL) model, thereby enhancing the model’s adaptability in dynamic and uncertain environments and improving decision accuracy. …”
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Masquelet’s induced membrane technique in the upper limb: a systematic review of the current outcomes by Davide Pederiva, Lapo De Luca, Cesare Faldini, Luigi Branca Vergano

“…Historically applied to the lower limb, this technique is gaining increasing attention in the literature for its use in the upper limb. …”
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Coffee and its Biologically Active Components: Is There a Connection to Breast, Endometrial, and Ovarian Cancer? - a Review by Anna Maria Witkowska, Iwona Mirończuk-Chodakowska, Katarzyna Maria Terlikowska, Kamila Kulesza, Małgorzata Elżbieta Zujko

“…In population studies, the greatest attention has been paid to the anticancer effect of caffeinated coffee and/or caffeine. …”
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The Role of Platelet Concentrates and Growth Factors in Facial Rejuvenation: A Systematic Review with Case Series by Giuseppina Malcangi, Angelo Michele Inchingolo, Alessio Danilo Inchingolo, Laura Ferrante, Giulia Latini, Irma Trilli, Paola Nardelli, Marialuisa Longo, Andrea Palermo, Francesco Inchingolo, Gianna Dipalma

“…<i>Background and objectives</i>: Due to the regeneration potential of growth factors (GFs) and platelet concentrates (PCs), facial rejuvenation has been a major area of attention in esthetic medicine. The effectiveness and safety of PCs and GFs in promoting face rejuvenation are examined in this systematic review, which is complemented by a case series. …”
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Cocompetitive Characteristics and Quantitative Design of Engineering Parameters for Coal Gas Predrainage Boreholes by Tong-qiang Xia, Jiao-fei He, Zi-long Li, Xiao-yan Sun, Dun-shuai Sun, Jian-hang Lu, Hao-jie Cui

“…Quantitative design of the optimal gas extraction engineering parameters has always been a key scientific problem to meet the predrainage target of the coal seam, which is paid great attention to and urgently expected to solve for the gas extraction engineering of coal mine. …”
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Current knowledge on spinal meningiomas: a systematic review protocol by Erik Edström, Adrian Elmi-Terander, Gustav Burström, Victor Gabriel El-Hajj, Jenny Pettersson Segerlind

“…Spinal meningiomas occur less frequently than their cranial counterparts and are consequently given less attention in the literature. Therefore, systematic studies are needed to summarise the current knowledge on spinal meningiomas, providing a solid evidence base for treatment strategies. …”
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Turkic-Speaking Population on the Steppe Borderland of the Grand Duchy of Lithuania and the Crimean Khanate in the 15th – the First Half of the 16th Centuries by Vladyslav V. Hrybovskyi

“…The economy was based on sheep and horse breeding. Particular attention is paid to the male groups of the “Perekop Tatars”, which had a changeable and often multiethnic composition, combined shepherding and war, and for a long time were without a family and permanent place of residence. …”
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Enhanced multivariate data fusion and optimized algorithm for comprehensive quality profiling and origin traceability of Chinese jujube by Peng Chen, Xiaoli Wang, Rao Fu, Xiaoyan Xiao, Yu Li, Tulin Lu, Tao Wang, Qiaosheng Guo, Peina Zhou, Chenghao Fei

“…Its authenticity has received increasing attention. This research utilized computer vision, ultrafast gas-phase electronic nose, and GC–MS technologies to collect jujube samples from various regions in China, including Xinjiang, Gansu, Shaanxi, Henan, Shandong, and Hebei. …”
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Hydrogen Storage Materials: Promising Materials for Kazakhstan’s Hydrogen Storage Industry by S. Abdimomyn, S. Malik, M. Skakov, Y. Koyanbayev, A. Miniyazov, F. Malchik

“…This review article provides an in-depth analysis of hydrogen storage materials, focusing on metal hydrides, complex hydrides, and carbon-based materials, with particular attention to their thermodynamic, structural, and kinetic properties. …”
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Progress towards an eco-friendly insect pest management approach in subtropical agro-ecosystems (South Africa) by Tertia Grové

“…The set of economic thresholds for the important pests also need some attention. The use of botanical pesticides has not yet been tested on a large scale and could possibly contribute to the control of pests in the future.…”
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Adaptive Extraction of Oil Painting Texture Features Based on Reaction Diffusion Equation by Qicai Huang

“…The oil painting retrieval technology based on the reaction diffusion equation has attracted widespread attention in the fields of oil painting processing and pattern recognition. …”
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International Standards of Implementing Mediation within Criminal Proceedings and the State of Its Realization in Ukraine by T. H. Fomina

“…It has been substantiated that the procedure for mediation during criminal proceedings should be regulated by: 1) adoption of the Law of Ukraine “On Mediation”; 2) making systemic amendments to the Criminal Procedural Code of Ukraine. Particular attention has been paid to the fact that, despite the lack of a legal basis, our country has experience in applying the mediation procedure in criminal proceedings. …”
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The emergence and development of deconstruction in costume design by Yu. L. Gerasimova, N. O. Sosnina, O. Yu. Buleva, M. R. Timofeeva

“…Their formative and style-forming role is being reflected in the text. Particular attention is paid to an evolution of deconstruction as a creative method in costume design, its relevance in modern fashion…”
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How Did the COVID‐19 Pandemic Change Cigarette Smoking Behavior? by Jason Semprini

“…However, our results suggest that the pandemic was also associated with greater intensity and fewer quit attempts among smokers warranting greater attention from policymakers and researchers.…”
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