Theoretical demonstration trajectories: (A) system 1; (B) system 2; (C) system 3. by Jingnan Yan (20727331)

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GMM-KVS method flowchart. by Jingnan Yan (20727331)

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Collected demonstration trajectories. by Jingnan Yan (20727331)

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Line chart plotted using the elbow method: (A) system 1; (B) system 2; (C) system 3. by Jingnan Yan (20727331)

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Schematic diagram of the elbow method. by Jingnan Yan (20727331)

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Demonstration process of the robotic arm transporting an object: (A) starting position; (B) via position 1; (C) via position 2; (D) target position. by Jingnan Yan (20727331)

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The process of the robotic arm autonomously transporting an object: (A) starting position; (B) via position 1; (C) via position 2; (D) target position. by Jingnan Yan (20727331)

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Location of the selected monitoring stations in the Northeast of Italy and the respective pollen time series for the year 2022. by Sofia Tagliaferro (20291213)

DMTD algorithm. by Yunhu Huang (21402795)

“…The first algorithm, EITO_E, is based on an expert system containing expert rules and a heuristic expert inference method. …”

Distance from target watershed (Shi Shi as the example) to all selected stations. by Qun Zhao (603175)

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Distance from target watershed (Shi Shi as the example) to all selected stations. by Qun Zhao (603175)

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Evaluation of model aggregation algorithms. by JiaMing Wang (334865)

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Comparison of homomorphic encryption algorithms. by JiaMing Wang (334865)

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Response of MFST-DAD’s RDP algorithm to data captured from (a) WPA3-SAE only and (b) WPA3-TM attack scenarios. by Aya Tareef (22170633)

Examples of EA selection rules (positive results). by Rodrigo Gutiérrez Benítez (19746443)

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Examples of SA selection rules (negative results). by Rodrigo Gutiérrez Benítez (19746443)

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Examples of EA selection rules (negative results). by Rodrigo Gutiérrez Benítez (19746443)

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Examples of SA selection rules (positive results). by Rodrigo Gutiérrez Benítez (19746443)

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Flowchart of simple ant colony algorithm. by Yang Yu (4292)

“…These enhancements aim to achieve optimal routing scheduling based on risk information. At the same time, a reconfiguration algorithm for power optical communication networks, based on service priority, is proposed for specific service requests. …”

Select results from algorithmic differentiation of consistent from transient mitochondrial dysfunction identified using our hierarchical MMM-based classification protocol (with a trigger of LPR > 25) (Fig 1). by Michael S. Baker (22170470)