Experimental Analysis of an Autonomous Driving Strategy for a Four-Wheel Differential Drive Agricultural Rover by Salvatore Martelli, Francesco Mocera

“…Currently, the entire agricultural sector is under significant pressure. The causes that may explain this are different, such as climate change, market instability, and the decline in the population of agricultural workers. …”
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Cooperativity among short amyloid stretches in long amyloidogenic sequences. by Lele Hu, Weiren Cui, Zhisong He, Xiaohe Shi, Kaiyan Feng, Buyong Ma, Yu-Dong Cai

“…The algorithm successfully predicted and classified amyloid segments with an overall accuracy of 75%. …”
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Towards rigorous dataset quality standards for deep learning tasks in precision agriculture: A case study exploration by A. Carraro, G. Saurio, F. Marinello

“…This persistent difference can lead a deep-learning algorithm to learn undesired correlations, even though the algorithm's performances are excellent because the train and test sets possess the same kind of disparity.…”
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Low-Rank Kernel-Based Semisupervised Discriminant Analysis by Baokai Zu, Kewen Xia, Shuidong Dai, Nelofar Aslam

“…Semisupervised Discriminant Analysis (SDA) aims at dimensionality reduction with both limited labeled data and copious unlabeled data, but it may fail to discover the intrinsic geometry structure when the data manifold is highly nonlinear. …”
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A Heuristic Approach for Two-Dimensional Rectangular Cutting Stock Problem considering Balance for Material Utilization and Cutting Complexity by Dianjian Wu, Guangyou Yang

“…A cutting plan accurately satisfying all items demand is obtained by using the sequential heuristic algorithm. Finally, the cutting plan with a minimum number of used plates is achieved by applying the iterative algorithm. …”
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A new quantum cryptanalysis method on block cipher Camellia by Yanjun Li, Hao Lin, Meng Liang, Ying Sun

“…Then, the authors follow a key‐recovery attack framework by Leander and May, that is, Grover‐meet‐Simon algorithm, and give a quantum key‐recovery attack on 7‐round Camellia in Q2 model with the time complexity of 224. …”
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A 3D ray traced biological neural network learning model by Brosnan Yuen, Xiaodai Dong, Tao Lu

“…In addition, we show that our algorithm also outperformance the state of the art in EEG dataset. …”
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Theoretical understanding of gradients of spike functions as boolean functions by DongHyung Yoo, Doo Seok Jeong

“…Unfortunately, the error-backpropagation algorithm with this gradient function fails to outperform popularly employed surrogate gradients, which may arise from the narrow peak of the gradient function and consequent potential undershoot and overshoot around the spiking threshold with coarse timesteps. …”
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Classification framework to identify similar visual scan paths using multiple similarity metrics by Ricardo Palma Fraga, Ziho Kang, Jerry Crutchfield

“…However, to identify similar visual scan paths, particularly in tasks and environments in which operators may apply variations of a common underlying visual scanning behavior, using solely one similarity metric might not be sufficient. …”
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DBN-MACTraj: Dynamic Bayesian Networks for Predicting Combinations of Long-Term Trajectories with Likelihood for Multiple Agents by Haonan Cui, Haolun Qi, Jianyu Zhou

“…The multi-agent sampling algorithm simultaneously generates predictions for all agents, using a risk potential field model to filter out samples that may lead to traffic accidents. …”
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A distributed energy-efficient opportunistic routing accompanied by timeslot allocation in wireless sensor networks by Man Gun Ri, Ye Song Han, Jin Pak

“…In our new algorithm, clustering and routing tree construction is performed while introducing the optimal relay transmission distance achieved by using opportunistic routing principle, and at the same time, interference-free wake up time is scheduled, which may optimize energy consumption and decrease the number of various control messages as possible to prolong the network lifetime. …”
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Handling method for GPS outages based on PSO-LSTM and fading adaptive Kalman filtering by Xiaoming Li, Xianchen Wang, Can Pei

“…Considering that the predicted pseudo-position may contain outliers or accumulated errors, a robust algorithm is employed to mitigate its impact on correcting INS errors. …”
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Momentum-Accelerated Incoherent Fourier Ptychographic Photography by Weilong Wei, Zongliang Xie, Haotong Ma, Bo Qi, Ge Ren

“…By reducing the recovery time, mIFP may accelerate the applications of IFP.…”
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Speech Portrait of a Mentally Unhealthy Character as a Translation Problem by E. A. Barmina, O. G. Skidan

“…Components of the character’s speech portrait may include verbal aggression (obscene language), metaphors, specific sentence structures, verbalization of grandiosity, etc. …”
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microProtein Prediction Program (miP3): A Software for Predicting microProteins and Their Target Transcription Factors by Niek de Klein, Enrico Magnani, Michael Banf, Seung Yon Rhee

“…The algorithm is called miP prediction program (miP3), which is implemented in Python. …”
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Apollon Mark: bounce mark visualization system for ball sports judgement using prediction-based preceding mirror control by Himari Tochioka, Tomohiro Sueishi, Masatoshi Ishikawa

“…The system then enables bounce mark visualization by simple differential processing between the before and after images with a template-matching image processing algorithm. We have quantitatively evaluated the validity of the proposed system through the simulation of drop location prediction for real-scale tennis ball trajectories and validated the bounce mark visualization algorithm under a dynamic angle of view using galvanometer mirrors.…”
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Optimasi Biaya Distribusi pada HFVRP Menggunakan Algoritma Particle Swarm Optimization by Ismanitami Lukman, Rosmalina Hanafi Hanafi

“…The model in this research is the HFVRP where vehicles have different capacities, variable costs, and fixed costs. PSO algorithm was applied because of the high number of customers served, and therefore the exact methods may not be sufficient. …”
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Piecewise Model and Parameter Obtainment of Governor Actuator in Turbine by Jie Zhao, Li Wang, Dichen Liu, Jun Wang

“…Several testing functions are selected to compare genetic algorithm and particle swarm optimization algorithm (GA-PSO) with other basic intelligence algorithms. …”
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Annotation-free delineation of prokaryotic homology groups. by Yongze Yin, Huw A Ogilvie, Luay Nakhleh

“…However, processes such as horizontal gene transfer or gene duplication and loss may disrupt this homology by recombining only parts of genes, causing gene fission or fusion. …”
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Artificial intelligence-based personalised rituximab treatment protocol in membranous nephropathy (iRITUX): protocol for a multicentre randomised control trial by Céline Fernandez, Marion Cremoni, Laurent Bailly, Kevin Zorzi, Vesna Brglez, Barbara Seitz-Polski, Maxime Teisseyre, Alexandre Destere, Sylvain Benito

“…The results of this study will confirm whether algorithm-driven rituximab treatment is more effective in inducing remission than the standard regimen and thus may contribute to improving management of patients with membranous nephropathy. …”
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