Headline-Guided Extractive Summarization for Thai News Articles by Pimpitchaya Kositcharoensuk, Nakarin Sritrakool, Ploy N. Pratanwanich

“…Additionally, we introduce two strategies for aggregating headline-body similarities, simple average and harmonic mean, providing flexibility in sentence selection to accommodate varying writing styles. …”
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Efficient Handling of Data Imbalance in Health Insurance Fraud Detection Using Meta-Reinforcement Learning by Supriya Seshagiri, K. V. Prema

“…The efficiency of the models is measured using imbalance-safe metrics like Geometric mean, Harmonic mean, and Mathew’s Correlation Coefficient (MCC), and metrics like Cohen’s Kappa score are used to gauge the consistency of the results. …”
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Generalizability of machine learning models for diabetes detection a study with nordic islet transplant and PIMA datasets by Dinesh Chellappan, Harikumar Rajaguru

“…Researchers utilizing a hybrid feature extraction method such as Artificial Bee Colony (ABC) and Particle Swarm Optimization (PSO) followed by metaheuristic feature selection algorithms as Harmonic Search (HS), Dragonfly Algorithm (DFA), Elephant Herding Algorithm (EHA). …”
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Factors Influencing Recentralization of Local Government Functions in Uganda. by Biryomumeisho, Stephen, Ocan, Johnson, Adyanga, Francis Akena

“…The paper recommended that the Parliament should harmonize with the central government on the issue of returning Local revenue collection and management at the local level; give reasonable powers to the local Governments to control top technical leadership; increase funding to Central Government staff to monitor Local Government programs and build the capacity of local leaders to improve service delivery.…”
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Personalized prediction of anticancer potential of non-oncology drugs through learning from genome derived molecular pathways by Xiaobao Dong, Huanhuan Liu, Ting Tong, Liuxing Wu, Jianhua Wang, Tianyi You, Yongjian Wei, Xianfu Yi, Hongxi Yang, Jie Hu, Haitao Wang, Xiaoyan Wang, Mulin Jun Li

“…Utilizing protein–protein interaction networks, CHANCE harmonizes multilevel mutation annotations and integrates pharmacological information across different drugs into a single model. …”
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The Commercial Determinants of Nonalcoholic Beer: Redemption, Revenue, or Men’s Harm Reduction? by John L. Oliffe, Nina Gao, Mary T. Kelly, Trevor Goodyear, Murray Drummond, Christine Levesque, Katherine White

“…For example, in Canada, NAB is exempt from alcoholic beer excise duty but considered beer for the goods and services and harmonized sales taxes. Coupled with industry production costs and profit margins, these taxes contribute to NAB and alcoholic beer retail price parity. …”
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Exploration of the optimal deep learning model for english-Japanese machine translation of medical device adverse event terminology by Ayako Yagahara, Masahito Uesugi, Hideto Yokoi

“…Mapping between the JFMDA terminology collection and the IMDRF-AET is critical to international harmonization. However, the process of translating the terminology collections from English to Japanese and reconciling them is done manually, resulting in high human workloads and potential inaccuracies. …”
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Fiscal Decentralization and Health Service Delivery in Itojo Sub-County, Ntungamo District, Uganda by Rosette, Kiconco

“…The study thus recommended that there is need for an effective and harmonized decentralized planning and budgeting processes at all levels in Uganda. …”
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Requirements and special considerations for drug trials with children across six jurisdictions: 2. Ethics review in the regulatory approval process by Breanne Stewart, Pirkko Lepola, Gunter F. Egger, Fahimeda Ali, Albert J. Allen, Albert J. Allen, Alysha K. Croker, Andrew J. Davidson, Pamela Dicks, Saul N. Faust, Saul N. Faust, Dionna Green, Collin Hovinga, Collin Hovinga, Agnes V. Klein, Robyn Langham, Hidefumi Nakamura, Laura Pioppo, Shiva Ramroop, Michiyo Sakiyama, Isabel Sanchez Vigil de la Villa, Junko Sato, Donna L. Snyder, Mark A. Turner, Mark A. Turner, Sarah Zaidi, Kanecia Zimmerman, Kanecia Zimmerman, Thierry Lacaze-Masmonteil

“…Even where central review is allowed, local review may still be required for vulnerable populations like children. Harmonized and centralized ethics reviews offer advantages such as expert pediatric reviewers and efficient and consistent evaluations.…”
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Using new control strategies to improve the effectiveness and efficiency of the hybrid power system based on the battery storage system by Karima Boutaghane, Habib Benbouhenni, Nedjoua Bennecib, Ilhami Colak, Z. M. S. Elbarbary, Saad F. Al-Gahtani

“…Also, the PSO-FOPI-ISMC strategy improves the harmonic distortion of the current value in the second test by 55.20% and 72.90% for mode 1 and mode 2, respectively, compared to the traditional approach. …”
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Super-twisting sliding mode control of grid-side inverters for wind power generation systems with parameter perturbation by Weiqi Zhang, Yanmin Wang, Muhammad Zeeshan, Fengling Han, Kai Song

“…The results indicate that the proposed method markedly enhances the active/reactive power response and stability of three-phase voltage/current signals under parameter perturbations, attaining a rapid consensus convergence response time of 1.5 ms for power deviations below 4.92 %, with output voltage and current harmonic content reduced by 0.27 % and 5.62 %, respectively, compared to PI control.…”
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ENTREPRENEURSHIP OF MEMORY IN PUBLIC SPACE AND SOCIAL COMMUNICATION: A POSTCOLONIAL APPROACH IN TIME OF WAR by Viktoriia Kovpak, Nataliia Lebid, Viktor Burenkov

“…Gilmore, in order to create coherent, powerful impressions, it is necessary to follow five basic principles: choose the theme of the impressions, harmonize them with positive signals, eliminate negative signals, use different ways of fixing memories, and engage all five senses. …”
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Considerations for Establishing a Behavioral Policy-Making and Nudge Institution within the Country's Executive Structure by Seyed Kamal Vaezi, Maryam Darbandi

“…Institutionally, it is recommended that behavioral insight teams operate outside the primary administrative governance body to maintain objectivity. After harmonization, evaluation, awareness-building, and non-mandatory recommendations, these teams can be gradually integrated within the governance structure. …”
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International norms for adult handgrip strength: A systematic review of data on 2.4 million adults aged 20 to 100+ years from 69 countries and regions by Grant R. Tomkinson, Justin J. Lang, Lukáš Rubín, Ryan McGrath, Bethany Gower, Terry Boyle, Marilyn G. Klug, Alexandra J. Mayhew, Henry T. Blake, Francisco B. Ortega, Cristina Cadenas-Sanchez, Costan G. Magnussen, Brooklyn J. Fraser, Tetsuhiro Kidokoro, Yang Liu, Kaare Christensen, Darryl P. Leong, Mette Aadahl, Edimansyah Abdin, Julian Alcazar, Aqeel Alenazi, Bader Alqahtani, Cledir De A. Amaral, Thatiana L.M. Amaral, Alex Andrade Fernandes, Peter Axelsson, Jennifer N. Baldwin, Karin Bammann, Aline R. Barbosa, Ameline Bardo, Inosha Bimali, Peter Bjerregaard, Martin Bobak, Colin A. Boreham, Klaus Bös, João Carlos Bouzas Marins, Joshua Burns, Nadezda Capkova, Lilia Castillo-Martínez, Liang-Kung Chen, Siu Ming Choi, Rebecca K.J. Choong, Susana C. Confortin, Cyrus Cooper, Jorge E. Correa-Bautista, Amandine Cournil, Grace Cruz, Eling D. de Bruin, José Antonio De Paz, Bruno De Souza Moreira, Luiz Antonio Dos Anjos, María Cristina Enríquez Reyna, Eduardo Ferriolli, Gillian Forrester, Elena Frolova, Abadi K. Gebre, Atef M. Ghaleb, Tiffany K. Gill, Yasuyuki Gondo, M. Cristina Gonzalez, Citlali Gonzalez Alvarez, Mary K. Hannah, Nicholas C. Harvey, Jean-Yves Hogrel, Marie-Theres Huemer, Toshiko Iidaka, Lewis A. Ingram, Dmitri A. Jdanov, Victoria L. Keevil, Wolfgang Kemmler, Rose Anne Kenny, Dae-Yeon Kim, Tracy L. Kivell, Ingirid G.H. Kjær, Alexander Kluttig, Rumi Kozakai, Danit Langer, Lisbeth A. Larsen, Wei-Ju Lee, David A. Leon, Eric Lichtenstein, Bertis B. Little, Roberto Alves Lourenço, Rahul Malhotra, Robert M. Malina, Kiyoaki Matsumoto, Tal Mazor-Karsenty, Marnee J. McKay, Sinéad McLoughlin, Abhishek L. Mensegere, Mostafa Mohammadian, Virgilio Garcia Moreira, Hiroshi Murayama, Anne Murray, Anita Liberalesso Neri, Claudia Niessner, Gabriel Núñez Othón, Gabriel Olveira, Suzanne G. Orchard, Andrezj Pajak, Chan Woong Park, Julie A. Pasco, Maria E. Peña Reyes, Leani Souza Máximo Pereira, Annette Peters, Eric Tsz-Chun Poon, Margareth C. Portela, Jedd Pratt, Robinson Ramírez-Vélez, Wendy Rodríguez-García, Joanne Ryan, Mauricio A. San-Martín, Francisco José Sánchez-Torralvo, Mahnaz Saremi, Arno Schmidt-Trucksäss, Satoshi Seino, Shamsul Azhar Shah, Marc Sim, Bjørn Heine Strand, Mythily Subramaniam, Charlotte Suetta, Sophia X. Sui, Jonas S. Sundarakumar, Koya Suzuki, Abdonas Tamosiunas, Maw Pin Tan, Yu Taniguchi, Barbara Thorand, Anna Turusheva, Anne Therese Tveter, Jonathan Wagner, Dao Wang, Stuart J. Warden, Julia Wearing, Shiou Liang Wee, Leo D. Westbury, Agnieszka Wiśniowska-Szurlej, Alexander Woll, Noriko Yoshimura, Ruby Yu

“…Pseudo data were generated using Monte Carlo simulation following harmonization for methodological variation. Population-weighted Generalized Additive Models for Location, Scale, and Shape were used to develop sex- and age-specific norms for absolute HGS (kg) and HGS normalized by height (Ht, m) squared (i.e., HGS/Ht2 in kg/m2). …”
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