Titlebook: Big Data; 9th CCF Conference, Xiangke Liao,Wei Zhao,Dan Huang Conference proceedings 2022 Springer Nature Singapore Pte Ltd. 2022 artifici

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Comparative Analysis of Hadoop MapReduce and Spark Based on People’s Livelihood Appeal Datark are two widely studied and utilized frameworks for distributed data processing. Hadoop is a disk-based storage and processing system which could break down large dataset into smaller pieces and carry out data processing parallelly. However, especially for the programming framework of MapReduce, i

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Automatic Classification of Medicinal Plants of Leaf Images Based on Convolutional Neural Networkuld face climate changes. Concerning their medicinal abilities, limited access to proper medical centers in many rural areas and developing countries made traditional medicine preferable by the community. In addition, their lower side effect and affordability also plays a big role. More than half of

Awning

Novelty Detection-Based Automated Anomaly Identification via Optimized Deep Generative Model As an anomaly detection method, novelty detection only uses normal samples for model learning, which can well fit most of the natural scenes that the amount of abnormal samples is in fact strongly insufficient, such as network intrusion detection, industrial fault detection, and so on, due to the r

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Traffic Knowledge Graph Based Trajectory Destination Predictionaffic network are affected by the surrounding points of interest(POI) and functional regions, resulting in the low accuracy of destination prediction. Furthermore, the sparsity of the trajectory data also affects the accuracy. Therefore, it is a big challenge to predict the destination more accurate