Multi-label metric transfer learning jointly considering instance space and label space distribution divergence by Jiang, Siyu, Xu, Yonghui, Wang, Tengyun, Yang, Haizhi, Qiu, Shaojian, Yu, Han, Song, Hengjie

“…Most multi-label learning algorithms ignore the potential distribution differences between the training domain and the test domain in the instance space and label space, as well as the intrinsic geometric information of the label space. …”
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A multiobjective evolutionary algorithm based on objective-space localization selection by Zhou, Yuren, Chen, Zefeng, Huang, Zhengxin, Xiang, Yi

“…It is mainly based on the thought of adaptively selecting multiple promising search directions according to crowdedness information in local objective spaces. Concretely, the proposed algorithm attempts to dynamically delete an individual of poor quality until enough individuals survive into the next generation. …”
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Pareto optimization with small data by learning across common objective spaces by Tan, Chin Sheng, Gupta, Abhishek, Ong, Yew-Soon, Pratama, Mahardhika, Tan, Puay Siew, Lam, Siew-Kei

“…In multi-objective optimization, it becomes prohibitively difficult to cover the Pareto front (PF) as the number of points scales exponentially with the dimensionality of the objective space. The challenge is exacerbated in expensive optimization domains where evaluation data is at a premium. …”
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Energy Efficiency Consideration for Indoor Femtocell Networks in TV White Spaces by Zhang, Wenjie, Zhang, Guanglin, Zheng, Yifeng, Xie, Lingfu, Yeo, Chai Kiat

“…The Federal Communications Commission (FCC) took the unprecedented step to approve the usage of TV white spaces, i.e., locally vacant TV channels, in 2012. …”
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Spectrum sharing for heterogeneous networks and application systems in TV white spaces by Zhang, Wenjie, Zhang, Guanglin, Zheng, Yifeng, Yang, Liwei, Yeo, Chai Kiat

“…In 2010, federal communications commission released the final ruling to allow the unlicensed operation of TV white spaces, i.e., locally vacant TV channels. Since TV white spaces are open to all networks and all types of applications, it is likely that there will be multiple networks and application systems authorized to use the same TV channels at the same time. …”
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TV white space and its applications in future wireless networks and communications : a survey by Zhang, Wenjie, Yang, Jingmin, Zhang, Guanglin, Yang, Liwei, Yeo, Chai Kiat

“…In 2008, the Federal Communications Commission issued a ruling permitting the unlicensed usage of TV white spaces (TVWS), i.e. locally vacant TV channels. Due to its low-frequency range (50-698 MHz), the TV spectrum has much better propagation characteristic and higher-spectral efficiency, resulting in a wide range of potentially important applications. …”
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Investigation of the systematic axial measurement error caused by the space variance effect in digital holography by Hao, Yan, Liu, Chiyue, long, Jun, Cai, Ping, Qian, Kemao, Asundi, Anand Krishna

“…The properties of the space-variant SAME are investigated through simulations and experiments. …”
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CoTree: a side-channel collision tool to push the limits of conquerable space by Ou, Changhai, He, Debiao, Qiao, Kexin, Zheng, Shihui, Lam, Siew-Kei, Zhang, Fan

“…By introducing collision information into divide-and-conquer distinguishers, the existing collision-optimized side-channel attacks transform the given candidate space into a significantly smaller collision space, thus achieving more efficient key recovery. …”
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Efficient out-of-distribution detection using latent space of β-VAE for cyber-physical systems by Ramakrishna, Shreyas, Rahiminasab, Zahra, Karsai, Gabor, Easwaran, Arvind, Easwaran, Arvind

“…The advantage of these models is their ability to handle high-dimensional state-space and learn compact surrogate representations of the operational state spaces. …”
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Compressed representation for higher-level meme space evolution : a case study on big knapsack problems by Feng, Liang, Gupta, Abhishek, Ong, Yew-Soon

“…In contrast to existing heuristics and meta-heuristics, which work directly on the solution space, the proposed meme evolution operates on a high-level meme space. …”
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Physical layer security of HAPS-based space-air-ground-integrated network with hybrid FSO/RF communication by Bankey, Vinay, Sharma, Shubha, Swaminathan, R., Madhukumar, A. S.

“…In particular, we propose to use hybrid free-space optical (FSO)/radio frequency (RF) transmission to enhance the security of the considered system. …”
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Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality by Lughofer, Edwin, Pollak, Robert, Zavoianu, Alexandru-Ciprian, Pratama, Mahardhika, Meyer-Heye, Pauline, Zörrer, Helmut, Eitzinger, Christian, Haim, Julia, Radauer, Thomas

“…We apply time-series based transformation for dimension reduction to the lagged time-series space using of partial least squares (PLS), and combine this with a generalized form of Takagi–Sugeno(TS) fuzzy systems to obtain a non-linear PLS forecast model (termed as PLS-fuzzy). …”
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MASA-TCN: multi-anchor space-aware temporal convolutional neural networks for continuous and discrete EEG emotion recognition by Ding, Yi, Zhang, Su, Tang, Chuangao, Guan, Cuntai

“…The key innovation lies in the introduction of a space-aware temporal layer, which empowers TCN to capture spatial relationships among EEG electrodes, enhancing its ability to discern nuanced emotional states. …”
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Sampling-based adaptive bounding evolutionary algorithm for continuous optimization problems by Luo, Linbo, Hou, Xiangting, Zhong, Jinghui, Cai, Wentong, Ma, Jianfeng

Subjects: “…Search Space Narrowing…”
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Adaptive-combining-based hybrid FSO/RF satellite communication with and without HAPS by Shah, Suyash, Siddharth, Mokkapati, Vishwakarma, Narendra, Swaminathan, R., Madhukumar, A. S.

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MNPR : a framework for real-time expressive non-photorealistic rendering of 3D computer graphics by Montesdeoca, Santiago E., Seah, Hock Soon, Semmo, Amir, Bénard, Pierre, Vergne, Romain, Thollot, Joëlle, Benvenuti, Davide

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Intelligent-reflecting-surfaces-assisted hybrid FSO/RF communication with diversity combining: a performance analysis by Uniyal, Smriti, Vishwakarma, Narendra, Swaminathan, R., Madhukumar, A. S.

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A data-driven path planning model for crowd capacity analysis by Tan, Sing Kuang, Hu, Nan, Cai, Wentong

“…This path planning model improves on the existing mathematical modeling and pattern recognition approaches by utilizing different sources of data to drive and validate it: video data was used for the open space scenarios and virtual reality experiments were applied for constrained space scenarios. …”
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Fuzzy commonsense reasoning for multimodal sentiment analysis by Chaturvedi, Iti, Satapathy, Ranjan, Cavallari, Sandro, Cambria, Erik

“…The majority of user-generated content posted online is in the form of text, images and videos but also physiological signals in games. AffectiveSpace is a vector space of affective commonsense available for English text but not for other languages nor other modalities such as electrocardiogram signals. …”
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Analysis of redundancy techniques for electronics design—case study of digital image processing by Balasubramanian, Padmanabhan

“…Electronic circuits/systems operating in harsh environments such as space are likely to experience faults or failures due to the impact of high-energy radiation. …”
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