Investigation of graphite nano-particles obtained via different cleaving methods by Tan, Siew Hwee.

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A comparison of the existing methods of studying the stability of earth slopes by La Casta-Sanchez, Salvador.

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A comparative analysis of vitrification and two slow freezing methods for gonocyte-containing neonatal calf testicular tissue and subsequent in vitro culture by Tang, S, Jones, C, Davies, J, Lane, S, Coward, K

Design and development of tool for transferring and drilling perpendicular pattern hole by Ng, Gaston Jian Shan

“…In addition, the results obtained also shows that the prototype generated were better alternative compared to existing methods.…”
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An experimental investigation of MobileNet SSD on fabric defect detection by Zhou, Wei

“…Recommendations include building a custom dataset, conducting a deeper analysis of existing methods, and integrating a module for automatically detecting the optimal scale and aspect ratio.…”
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Study of face detection and tracking by Khew, Zong Jie.

“…Experimental results showing their performance and efficiency are also displayed to justify why they are the more common and popular existing methods being used in many applications nowadays. …”
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Aligning, autoencoding and prompting large language models for novel disease reporting by Liu, F, Wu, X, Huang, J, Yang, B, Branson, K, Schwab, P, Clifton, L, Zhang, P, Luo, J, Zheng, Y, Clifton, DA

“…It can benefit current clinical practice in diagnostic radiology. Existing methods typically rely on large-scale medical datasets annotated by clinicians to train desirable models. …”

Quantile regression for survival data with covariates subject to detection limits by Yu, Tonghui, Xiang, Liming, Wang, Huixia Judy

“…This leads to two types of censoring: random censoring in overall survival outcomes and fixed censoring in biomarker covariates, posing new challenges in statistical modeling and inference. Existing methods for analyzing such data focus primarily on linear regression ignoring censored responses or semiparametric accelerated failure time models with covariates under detection limits (DL). …”
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Effective and efficient topic mining and exploration from geo-textual data by Zhao, Kaiqi

“…However, most of the existing methods mine topics from check-in datasets from Foursquare. …”
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High capacity cathode materials for lithium ion batteries by Li, Jindan.

“…The report covers two methods to produce the LiVO3 as cathode based on the existing methods of making other cathode materials, and by doing some modifications the desired cathode materials will be produced. …”
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Robust and efficient singular-value decomposition based algorithm for AUV localization and synchronization by Abeysekera, Saman S.

“…Through extensive simulations the superiority of the algorithm has been demonstrated over the existing methods. It is shown that the proposed algorithm is robust in terms of matrix ill-conditioning and efficient in terms of achieving the Cramer-Rao lower bound for parameter estimation.…”
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Learning object categories from Google’s image search by Fergus, R, Fei-Fei, L, Perona, P, Zisserman, A

“…We evaluate tire models on standard test sets, showing performance competitive with existing methods trained on hand prepared datasets.…”

Explainable artificial intelligence (XAI) for healthcare decision-making by Zeng, Zhiwei

“…Thirdly, most existing methods do not provide explanations to suit different levels of understanding. …”
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Robust machine-learning based algorithm for detection of signal under noise floor by Wang, Wenbo

“…By testing on various cases and comparing with existing methods, it shows better performance and higher accuracy. …”
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ChromaFusionNet (CFNet): natural fusion of fine-grained color editing by Wang, Yuxi

“…While global enhancements improve the overall look, precise, localized color adjustments are challenging yet crucial for enhancing visual richness. Existing methods struggle with maintaining consistency, particularly at boundaries. …”
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Safe POMDP online planning among dynamic agents via adaptive conformal prediction by Sheng, S, Yu, P, Parker, D, Kwiatkowska, M, Feng, L

“…Online planning for partially observable Markov decision processes (POMDPs) provides efficient techniques for robot decision-making under uncertainty. However, existing methods fall short of preventing safety violations in dynamic environments. …”

Pose search: retrieving people using their pose by Ferrari, V, Marin-Jimenez, M, Zisserman, A

“…As a second contribution, we improve the performance over existing methods for localizing upper body layout on unconstrained video. …”

Model merging and safety alignment: one bad model spoils the bunch by Hammoud, HAAK, Michieli, U, Pizzati, F, Torr, P, Bibi, A, Ghanem, B, Ozay, M

“…We evaluate several popular model merging techniques, demonstrating that existing methods do not only transfer domain expertise but also propagate misalignment. …”

A review: Deep learning for 3D reconstruction of human motion detection by Yang, Junzi, Ismail, Ajune Wanis

“…In this paper, the deep learning algorithms in recent years, mainly used for human motion detection and recognition, are reviewed, and the existing methods are divided into three types: CNN-based, RNN-based and GNN-based. …”
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VI-VS: calibrated identification of feature dependencies in single-cell multiomics by Boyeau, Pierre, Bates, Stephen, Ergen, Can, Jordan, Michael I., Yosef, Nir

“…Unveiling functional relationships between various molecular cell phenotypes from data using machine learning models is a key promise of multiomics. Existing methods either use flexible but hard-to-interpret models or simpler, misspecified models. …”
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