Novel machine learning driven design strategy for high strength Zn Alloys optimization with multiple constraints by Chenfeng Pan, Wenwen Lin, Jianxing Zhou, Wei Jian, Ka Chun Chan, Yuk Lun Chan, Lu Ren

“…Interpretability analysis of the models was performed using the SHAP method with particle swarm optimization (PSO). Furthermore, a ML-based Zn alloy composition design system (ZACDS) was proposed by integrating the Bayesian optimization algorithm. …”
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A Proposed Approach For Solving Asymmetric Travelling Salesman Problem by Fuzzy Ant Colony Optimization Algorithm by Mehmet Aksaraylı, Osman Pala

“…Ant Colony Optimization Algorithm which is a heuristic method that uses swarm intelligence gives good solutions in solving combinatorial optimization problems. …”
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A Comparative Study on Acoustic Optimization and Analysis of CLD/Plate in a Cavity Using ESO and GA by Dongdong Zhang, Shuwen Wang, Ling Zheng

“…The evolutionary structural optimization (ESO) method and genetic algorithm (GA) are employed to search optimal CLD configurations. …”
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DeepGuard: real-time threat recognition using Golden Jackal optimization with deep learning model by Fatma S. Alrayes, Hamed Alqahtani, Wahida Mansouri, Asma Alshuhail, Wafa Sulaiman Almukadi, Ahmed Mahmud

“…This real-time detection ability allows instant responses and involvements, donating to a proactive technique in safeguarding public safety and the security of critical infrastructures. Integrating DL methods in surveillance video study showcases the probability for sophisticated, intelligent methods to enlarge classical safety measures, delivering fast and effective threat recognition in different environments. …”
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An Ante Hoc Enhancement Method for Image-Based Complex Financial Table Extraction by Weiyu Peng, Xuhui Li

“…The experimental results show that the use of the proposed method can significantly improve the performance of different table extraction methods, with increases in F1 scores of between 5.10 and 14.36 points being recorded.…”
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MOLAR RATIO VARIATION AND CATALYST TYPE ON BIODIESEL PRODUCTION FROM TRANSESTERIFICATION METHOD by Mufti Amir Sultan, Devina Puspa Hastira, Kusnadi

“…The study's goals are to find the best conditions for making biodiesel from corn oil using the transesterification method and to look at how different molar ratios and catalyst types affect the quality and yield of biodiesel. …”
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Comparative relation mining of customer reviews based on a hybrid CSR method by Song Gao, Hongwei Wang, Yuanjun Zhu, Jiaqi Liu, Ou Tang

“…In different experiments, we find that the method is characterised by less time-consuming and efficient in generating sequence patterns, as the dependency direction helps to reduce the sequence length. …”
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Grey Wolf Optimization Algorithm-Based Hybrid Energy Storage System Controller Design for Electric Vehicles by Yasin Kabalcı, Ersan Kabalcı

“…In this study, a new controller design is realized using the grey wolf optimization (GWO) algorithm, and the energy consumption demands of EV HESS are optimized with the designed system. …”
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Improved Slime-Mould-Algorithm with Fitness Distance Balance-based Guiding Mechanism for Global Optimization Problems by Enes Cengiz, Mehmet Fatih Işık, Hamdi Kahraman, Cemal Yılmaz, Çağrı Suiçmez

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Parameter-Optimized Design of a Longitudinal Viscous Damper for a Long-Span Railway Suspension Bridge by Yu Chen, Ruoyu Han, Ren’an Yuan

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Improved Quintic Polynomial Autonomous Vehicle Lane-Change Trajectory Planning Based on Hybrid Algorithm Optimization by Yuelou Zhang, Lingshan Chen, Ning Li

“…The method can be used in different scenarios to plan safe and comfortable trajectories.…”
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EC-WAMI: Event Camera-Based Pose Optimization in Remote Sensing and Wide-Area Motion Imagery by Isaac Nkrumah, Maryam Moshrefizadeh, Omar Tahri, Erik Blasch, Kannappan Palaniappan, Hadi AliAkbarpour

“…Moreover, we evaluate different feature extraction methods, showing that the deep learning-based LIGHTGLUE descriptor consistently outperforms traditional handcrafted descriptors by providing improved reliability and accuracy of event-based SfM. …”
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Artificial Intelligence-Based Tools for Process Optimization: Case Study—Bromocresol Green Decolorization with Active Carbon by Gabriel Dan Suditu, Elena Niculina Drăgoi, Alexandra Georgiana Apostică, Andra Maria Mănăilă, Veronica Mădălina Radu, Adrian Cătălin Puițel, Mircea Teodor Nechita

“…The study emphasizes that adsorption on active carbon is an effective method for bromocresol green decolorization in wastewater that can be further improved using advanced optimization methods.…”
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A case study on the influence of soil amendment on ginger oil’s physicochemical properties, mineral contents, microbial load, and HPLC determination of its vitamin level by Alharthi Sarah, Uguru Hilary, Alqahtani Nashi K., Akwenuke Moses Onoziogie, Okolotu Godspower I., Sami Rokayya, Kadi Roqayah H., Alsanei Woroud A., Qari Sameer H.

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Study on the construction method for in-situ expansion of existing large cross-section tunnels by Han Dayong, Zhong Xingwu, Liu Lei, Cui Hao, Li Dong, Yan Zihai, Chen Xiaojie, Yan Jiajia

“…Abstract This paper takes the in-situ expansion project of the Dachangshan tunnel as a case study to compare and optimize the construction method for the in-situ expansion of existing large cross-section tunnels. …”
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Design and analysis of a novel fast adder using logical effort method by Hamid Tavakolaee, Gholamreza Ardeshir, Yasser Baleghi

“…There are various types of digital adders based on different methods. A novel adder is proposed which performs addition based on a path with a fewer number of levels, and, hence, with higher computational speed and lower power consumption. …”
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Optimizing Testimonials for Behavior Change in a Digital Intervention for Binge Eating: Human-Centered Design Study by Isabel R Rooper, Adrian Ortega, Thomas A Massion, Tanvi Lakhtakia, Macarena Kruger, Leah M Parsons, Lindsay D Lipman, Chidiebere Azubuike, Emily Tack, Katrina T Obleada, Andrea K Graham

“…Likewise, users’ divided preferences for testimonial messaging (ie, “big picture” vs “how-to”) suggest that optimal messaging may differ by user. To improve the credibility of testimonials, which some participants distrusted, interventions could invite current users to submit testimonials for future integration in the intervention. …”
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Optimization of the technique for manufacturing the osteoplastic material based on type 1 human collagen and allogeneic bone chips by A. A. Ofitserov, M. S. Makarov, M. V. Storozheva, N. V. Borovkova, I. N. Ponomarev

“…Material and methods. Osteoplastic material grafts were produced, using with allogeneic bone chips 180-800 µm and type 1 collagen solution in acidic acid. …”
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An improved meta-heuristic algorithm to optimize the fractional-order controller for an industrial manipulator with a parallelogram structure by Nazila Nikdel

“…In addition, inspired by the Grey Wolf algorithm, an improved optimization method is proposed that can increase the efficiency of the controlled system. …”
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OPTIMIZATION OF NEURAL NETWORK CLASSIFIERS BY LEVERAGING THE SEQUENTIAL FEATURE ENGINEERING FOR ROBUST WATER QUALITY PREDICTION SYSTEM by Maheswara Rao V V R, Silpa N, Kranthi Addanki, Shiva Shankar Reddy, Ramachandra Rao Kurada, Pachipala Yellamma

“…Venturing into the new world of predictive modelling armed with four different neural network classifiers: Wide, Bilayer, Trilayer, and an Optimized Neural Network. …”
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