Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review by G. H. Mohmad Dar, Radhakrishnan Delhibabu

“…By consolidating recent advancements and identifying areas for further research, this paper aims to provide a clearer path for optimizing feature extraction and classification techniques in the field of emotion recognition.…”
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A Solution for Predicting the Timespan Needed for Grinding Roller Bearing Rings by Cezarina Chivu, Mitica Afteni, Gabriel Radu Frumusanu, Florin Susac

“…The optimal management of manufacturing processes can be achieved through a set of optimal decisions, which must be made to choose the best method to follow every time the process planner reaches a point when several potential manufacturing paths branch off. …”
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Constructing ancestral recombination graphs through reinforcement learning by Mélanie Raymond, Marie-Hélène Descary, Cédric Beaulac, Fabrice Larribe

“…By learning to construct ARGs just from the data, our method differs from conventional methods that rely on heuristic rules or complex theoretical models.…”
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A Battery Electric Vehicle Transportation Network Design Model with Bounded Rational Travelers by Xu Xin, Tao Zhang, Cui Li, Yanran Liu, Lingyu Gao, Yuchuan Du

“…A heuristic algorithm is designed based on the active set algorithm to obtain the local optimal solution to the actual-scale problem. Moreover, a cutting-plane method is used to convert the original problem into a different form, and a column generation technique is embedded in the abovementioned algorithm to avoid the enumeration of paths. …”
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Explanation and design of mentoring in order to promote human resources activities in the National Company of Southern Oil-bearing Regions by Ali Ghasemi Ghasemvand, Vahid Chenari, Mehrdad Hamari, Seyyed Ali Akbar Ahmadi

“…Their wants and needs are different and difficult to understand. Due to the increase in the size of the industry and the complexity related to its operations and human factors, a number of organizations have used mentoring programs. …”
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Investigation of Compact Metallic Environments on Power Attenuation and Read Performance of HF RFID by Herrick Han Lin Yeap, Kok Seng Eu, Kian Meng Yap

“…Our findings reveal unique interference characteristics in different metal scenarios, uncover detection patterns, and form the basis for proposing adaptive methods to enhance RFID readability. …”
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Three-dimensional aerial base station location for sudden traffic with deep reinforcement learning in 5G mmWave networks by Peng Yu, Jianli Guo, Yonghua Huo, Xiujuan Shi, Jiahui Wu, Yahui Ding

“…In this article, first, aiming at maximizing the spectral efficiency and considering the effects of line-of-sight and non-line-of-sight path loss for 5G mmWave networks, a mathematical optimization model for the location planning of the aerial base station is proposed. …”
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Cosmic-Ray North–South Anisotropy: Rigidity Spectrum and Solar Cycle Variations Observed by Ground-based Muon Detectors by M. Kozai, Y. Hayashi, K. Fujii, K. Munakata, C. Kato, N. Miyashita, A. Kadokura, R. Kataoka, S. Miyake, M. L. Duldig, J. E. Humble, K. Iwai

“…The physics-based correction method for the atmospheric temperature effect on muons is used to combine the different-site detectors free from local atmospheric effects. …”
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Research on herd sheep facial recognition based on multi-dimensional feature information fusion technology in complex environment by Fu Zhang, Fu Zhang, Xiaopeng Zhao, Shunqing Wang, Yubo Qiu, Sanling Fu, Yakun Zhang

“…For multi-part detection network, The YOLOv5s path aggregation network was modified by incorporating a multi-link convolution fusion block (MCFB) to enhance fine-grained feature extraction across objects of different sizes. …”
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How Beyond-5G and 6G Makes IIoT and the Smart Grid Green—A Survey by Pal Varga, Áron István Jászberényi, Dániel Pásztor, Balazs Nagy, Muhammad Nasar, David Raisz

“…It highlights the critical challenges in achieving energy efficiency, interoperability, and real-time responsiveness across different domains. The paper reviews key enablers such as LPWAN, wake-up radios, mobile edge computing, and energy harvesting techniques for green IoT, as well as optimization strategies for 5G/6G networks and data center operations. …”
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FedWT: Federated Learning with Minimum Spanning Tree-based Weighted Tree Aggregation for UAV networks by Geonhui Kim, Jiha Kim, Yongho Kim, Hwan Kim, Hyunhee Park

“…Future work will optimize the dynamic weight adjustment and validate the robustness of FedWT under various scenarios.…”
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Comparative Study on the Leakage Characteristics and Parameter Influence of Bio-Inspired Fishway Staggered Labyrinth Seals by Zhentao Yu, Jinbo Jiang, Xuan Zhang, Mengli Zhang, Canlong Li

“…Innovating seal structures and optimizing size parameters are effective ways to enhance the leakage characteristics of labyrinth seals (LSs). …”
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The Modularized Development of a Wheel-Side Electric Drive System Using the Process of Hobbing and Form Grinding by Xiaoyu Ding, Wei Wang, Xinbo Chen

“…The wheel-side electric drive system is a melding of a vehicle powertrain and suspension system, which saves chassis space and can adapt to different models. To achieve the goal of highly modularized development, the system is supposed to meet the requirements of various working conditions without changing the interface state. …”
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PLANNING THE WORK OF AVIATION UNITS USING PROJECT MANAGEMENT TOOLS by D. V. Bogomolov, M. E. Kharchenko

“…These drawbacks are eliminated by a different form of scheduling - network charts.The scheme of planning the work of units using project management tools is given. …”
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Deep learning-based semantic segmentation with novel navigation line extraction for autonomous agricultural robots by Chijioke Leonard Nkwocha, Ning Wang

“…However, its application across different crop types and terrains, further optimizing real-time processing efficiency, are yet to be explored. …”
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The Role of Professional Identity in Mediating the Influence of Teaching Enthusiasm on Teaching Creativity by Salma Rahmadhani Puspita Sari, Muhammad Fahmi Johan Syah

“…In the field of education, teaching creativity enables teachers to design diverse and engaging learning experiences that cater to different student needs and learning styles. However, the effectiveness of teaching creativity is influenced by various factors, including teaching enthusiasm and professional identity. …”
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Symbol Detection and Channel Estimation for Space Optical Communications Using Neural Network and Autoencoder by Abdelrahman Elfikky, Zouheir Rezki

“…In this paper, we develop a neural network (NN) channel estimator that is optimized across a wide range of signal-to-noise ratio levels during the training stage. …”
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Attenuation correction in single-photon emission computed tomography for NURBS-based cardiac-torso phantom using dual-energy acquisition by Hossein Rajabi, Hadi Ahangari, Iraj Mohammadi, Alireza Mohammadkarim, Mohammad Tajik-Mansoury

“…Some of the radioisotopes emit gamma rays in different energy levels, and consequently, they have different counts and attenuation coefficients. …”
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A Review of Research on Flight Delay Propagation: Current Situation and Prospect by N. Li, H. G. Yao

“…The results show that there are significant differences in the delay propagation mechanism between airlines and airports, which requires full consideration of their applicability when selecting predictive models. …”
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Design and experiment of air-suction drum-type seedling seeder for irregular-shaped vegetable seeds by Yanjun Li, Yunqiang Liu, Yichao Ning, Hongxin Wu, Yaqian Zhao

“…The basic structure and working principle of the seeder were elaborated, the key components were designed, and the distribution of the airflow field in the flow paths of the suction nozzles of three different hole types was simulated and analyzed by Fluent software; the relationship between the main influencing factors of the seeder’s operational performance (suction air pressure, clearing air pressure, and vibration frequency of the seed cassette) and the sowing indexes (replanting rate, cavity rate, and qualification rate) was investigated and the relationship between the factors and the sowing indexes (reseeding rate, cavity rate, and qualification rate) was analyzed by the quadratic orthogonal combination experiment method. …”
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