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Article
A novel data-free continual learning method with contrastive reversion
While continual learning has shown its impressive performance in addressing catastrophic forgetting of traditional neural networks and enabling them to learn multiple tasks continuously, it still requires a la...
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Chapter and Conference Paper
Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition
In this study, by a wide ensemble of Takagi-Sugeno-Kang (TSK) fuzzy sub-classifiers without an individual aggregation step, an interpretable fuzzy classifier (WEIFC) is developed from a novel perspective. WEIF...
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Article
Open AccessA Coarse-to-Fine Approach for Intelligent Logging Lithology Identification with Extremely Randomized Trees
Lithology identification is vital for reservoir exploration and petroleum engineering. Recently, there has been growing interest in using an intelligent logging approach for lithology classification. Machine l...
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Chapter and Conference Paper
Verifying System-Level Security of a Smart Ballot Box
Event-B, a refinement-based formal modelling language, has traditionally focused on safety, but now increasingly finds a new role in develo** secure systems. In this paper we take a fresh look at security an...
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Article
Open AccessDownsizing and enhancing broad learning systems by feature augmentation and residuals boosting
Recently, a broad learning system (BLS) has been theoretically and experimentally confirmed to be an efficient incremental learning system. To get rid of deep architecture, BLS shares the same architecture and...
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Article
Changes of vegetation carbon sequestration in the tableland of Loess Plateau and its influencing factors
The variations of vegetation carbon sequestration have become a gauge for evaluating the ecological effect of vegetation restoration. In this study, the spatiotemporal patterns of the net ecosystem production ...
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Article
Regeneration of vernacular architecture: new rammed earth houses on the upper reaches of the Yangtze River
In rural areas of western China, most of the vernacular architectures are made of earth. In the process of urbanization, few residents like to build their houses with earth because the old traditional earth ho...
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Article
Energy efficiency of rural residential buildings: a sustainable case study in Da** Village, Sichuan Province
A new type of rural residential building that is ecological, energy efficient and comfortable was designed. Research on the new building was sponsored by the Postdisaster Reconstruction Project in Da** Villa...
