Efficient feature selection using one-pass generalized classifier neural network and binary bat algorithm with a novel fitness function
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04218-6
Abstract: In high-dimensional data, many of the features are either irrelevant to the machine learning task or are redundant. These situations lead to two problems, firstly overfitting and secondly high computational overhead. The paper proposes a… read more here.
Keywords: novel fitness; neural network; fitness function; one pass ... See more keywords
Transition from one-pass mode to stepwise propagation of a guided streamer along a helium plasma jet
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DOI: 10.1063/5.0053672
Abstract: The transition from the one-pass mode to the stepwise mode of guided streamer propagation along a helium atmospheric pressure plasma jet is presented. The propagation of the guided streamer was recorded for a special waveform… read more here.
Keywords: propagation; one pass; stepwise propagation; transition one ... See more keywords
One-Pass Multi-Task Networks With Cross-Task Guided Attention for Brain Tumor Segmentation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.2973510
Abstract: Class imbalance has emerged as one of the major challenges for medical image segmentation. The model cascade (MC) strategy, a popular scheme, significantly alleviates the class imbalance issue via running a set of individual deep… read more here.
Keywords: pass multi; attention; task; one pass ... See more keywords
Distribution-Free One-Pass Learning
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DOI: 10.1109/tkde.2019.2937078
Abstract: In many large-scale machine learning applications, data are accumulated over time, and thus, an appropriate model should be able to update in an online style. In particular, it would be ideal to have a storage… read more here.
Keywords: one pass; free one; pass learning; distribution free ... See more keywords
Processing Parameters for One-Pass Drying of High-Moisture Parboiled Rough Rice with 915 MHz Microwaves
Sign Up to like & getrecommendations! Published in 2021 at "Transactions of the ASABE"
DOI: 10.13031/trans.14003
Abstract: Highlights The impact of parboiling process parameters on the feasibility of one-pass microwave drying of high-moisture parboiled rough rice was investigated. Rough rice was parboiled by 3 hours of soaking in water at 71°C, 73°C,… read more here.
Keywords: rice; moisture; parboiled rough; rough rice ... See more keywords