Reinforcement learning for deep portfolio optimization by Ruyu Yan, Jiafei Jin, Kun Han

“…Our results showed the superiority and generalization of the DPO framework for portfolio optimization tasks. …”
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A Prospective Study Assessing Tumour Response, Survival, and Palliative Care Outcomes in Patients with HIV-Related Kaposi's Sarcoma at Queen Elizabeth Central Hospital, Blantyre, M... by H. Francis, M. J. Bates, L. Kalilani

“…The overall response rate was 64% at 6 weeks, and median progression-free survival was 30 weeks. Treatment was generally well tolerated, with peripheral neuropathy the main dose-limiting toxicity. …”
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Concentrations of TSP-Bound Metals in Four Urban Residential Locations in Seoul, Korea by Hang Thi Nguyen, Chan Goo Park, Jin-A Kim, Je-Seung Lee, Jin-Hong Lee, Ki-Hyun Kim

“…The relative ordering of the mean concentration (ng m-3) at these sites is generally found on the order of Fe > Zn > Ba > Mn > Pb > Cu > B > Cr > Ni > Sr >V > As > Li > Cd > Mo > Co > Ag or with a few exceptions (e.g., a reversal between Ba and Mn or between Ni and Sr). …”
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Gümrük Birliği “Anlaşması”nın 1/95 Sayılı Ortaklık Konseyi Kararı’nın Hukuksal Niteliği by Kemal Başlar

“…All the same, the decisions ofthe EC-Turkey Association Council, established by the Ankara Agreement of 1963, arenot generally viewed as a treaty (i.e. agreement or memorandunı of understanding).Neither is it counted on as an act of government so as to subject to judicial review. …”
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Mekanisme Survival dan Kesejahteraan Guru Sekolah Dasar: Studi Kualitatif di SDN Campaka by Nadiyah Aulia Safira, Rahma Nur Labah, Razi Fauziah Asri, Arkan Abhirama Ersakta, Aprilia Salsabila, Nadya Kharima

“…However, the study is limited to a small sample in one school, requiring further research for broader generalization. …”
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SOX5-Null Heterozygous Mutation in a Family with Adult-Onset Hyperkinesia and Behavioral Abnormalities by Michael Zech, Katharina Poustka, Sylvia Boesch, Riccardo Berutti, Tim M. Strom, Wolfgang Grisold, Werner Poewe, Juliane Winkelmann

“…Aged 43 years, our female index patient demonstrated abrupt onset of mixed generalized hyperkinesia, with dystonic and choreiform movements being the most salient features. …”
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A Novel Approach on the Intuitionistic Fuzzy Rough Frank Aggregation Operator-Based EDAS Method for Multicriteria Group Decision-Making by Muhammad Yahya, Muhammad Naeem, Saleem Abdullah, Muhammad Qiyas, Muhammad Aamir

“…After this, a numerical example is given for the established model, and a comparative analysis is generally articulated for the investigated models with some previous techniques, showing that the investigated models are much more efficient and useful than the previous techniques.…”
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Power Option Pricing Based on Time-Fractional Model and Triangular Interval Type-2 Fuzzy Numbers by Tong Wang, Pingping Zhao, Aimin Song

“…The problem of generalizing the power option-pricing model to incorporate more empirical features becomes an urgent and necessary event. …”
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Bayesian neural network modelling for estimating ecological footprints and blue economy sustainability across G20 nations by Muhammad Akhtar, Jian Xu, Umair Kashif, Kishwar Ali, Hafiz Muhammad Naveed, Muhammad Haris

“…The study applied Bayesian neural network (BNN), OLS, fixed effects, and a two-step generalized method of moments on the panel dataset of G20 countries over the period 2000 to 2021. …”
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Preliminary Assessment of Methane Concentration Variation Observed by GOSAT in China by Xiuchun Qin, Liping Lei, Zhonghua He, Zhao-Cheng Zeng, Masahiro Kawasaki, Masafumi Ohashi, Yutaka Matsumi

“…Seasonally, XCH4 in Sichuan Basin during rice harvest season is generally higher than that in early cultivation period. …”
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Robust adaptive optimization for sustainable water demand prediction in water distribution systems by Ke Wang, Jiayang Meng, Zhangquan Wang, Kehua Zhao, Banteng Liu

“…To further enhance the model’s robustness, an innovative optimization algorithm is incorporated within the CEEMD process to minimize the variance in multi-scale arrangement entropy among the decomposed components, thereby improving the model’s generalization capabilities. The predictive power of the proposed model is harnessed through the construction of deep neural networks that utilize the decomposed data to forecast minutely water demand. …”
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Treatment approaches for elderly patients with complex proximal humerus fractures: A comparative study by Sunil H. Shetty, Shikhar D. Singh, Sarang Agrawal, Sameer S. A. Shaikh, Nrupam Mehta, Joydeep Kumar Dey, Abhilash Srivastava

“…In such cases, conservative or non-surgical treatments are generally effective. However, the optimal treatment approach remains an active research and debate area for fractures with moderate to severe displacement. …”
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Optimal selection of machine learning algorithms for ciprofloxacin prediction based on conventional water quality indicators by Shenqiong Jiang, Xiangju Cheng, Baoshan Shi, Dantong Zhu, Jun Xie, Zhihong Zhou

“…The evaluation results showed that the generalized regression neural network (GRNN) model optimized by particle swarm optimization (PSO) had the best prediction among all the models under the conditions of six input variables, namely COD, NH4+-N, DO, WT, TN, and pH. …”
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Pretrained Detail Enhancement Framework for Remote Sensing Object Detection by Mo Zhou, Yue Zhou, Dawei Yang, Kai Song

“…Our key contributions include the development of a combined low-resolution pretraining and high-resolution fine-tuning strategy, which significantly improves the model’s generalization capability across different resolutions. …”
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Measures of Spatial and Demographic Disparities in Access to Urban Green Space in Harbin, China by Qian Xie, Ming Lu

“…Demographic disparities were also identified in the study: females have less access to UGS than males, areas with a high birth rate generally have more access, and population density is negatively associated with UGS access. …”
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Optimization of the Mathematical Model of Cyclone Separation Performance Based on Response Surface Analysis by Longfei CONG, Shengyu WANG, Jiajing LUO, Changchun ZHOU

“…At present, various researches on the separation performance of cyclone have been widely reported, but they are generally limited to the structural factors of cyclone, and do not consider the effects of operational factors (inlet pressure P, dispersion concentration Ci) and the interaction between factors on the separation performance. …”
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DSMC Simulation and Experimental Validation of Shock Interaction in Hypersonic Low Density Flow by Hong Xiao, Yuhe Shang, Di Wu

“…Also, it shows that the agreement between DSMC and experiment is generally good for HS and VHS models in Edney’s type IV shock interaction. …”
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Effects of Chronic Musculoskeletal Pain on Fertility Potential in Lean and Overweight Male Patients by Fereshteh Dardmeh, Hiva Alipour, Hans Ingolf Nielsen, Sten Rasmussen, Parisa Gazerani

“…Sperm concentration, progressive motility, and percentage of hyperactivated sperm were generally lower in the chronic pain patients in both lean and overweight groups. …”
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Identifying and determining the spatial organization model of CBD\'s (Case Study: Mashhad Metropolis) by mohammadreza mirsaeedi, moslem seyed alhossaini, Fereshteh Ahmadi, Amir Hossain Shabani

“…Generally speaking the existence of metropolises, alongwith the high various business districts have led to high valume of travels to these centers.The density and separation of these centers brings about the increase and the decrease of the vehicles. …”
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Tuberculosis extrapulmonar. Presentación de un caso by Maribel Sandrino Sánchez, Mabel Martínez Muñoz, Lázara Basilia Wong Díaz

“…Se presenta el caso de una paciente de 49 años de edad, que presentó manifestaciones generales de cinco meses de evolución, dadas por pérdida de peso y astenia, acompañados de aumento de volumen en ganglios del cuello. …”
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