Anomaly detection is recognized as a critical task in machine learning, particularly when applied to high-dimensional and graph structured data. Traditional clustering based methods for anomaly detection are often cha...
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This innovate-practice, work in progress paper presents a blueprint on the adoption of agile process in an academic engineering department. The blueprint offered in this paper can be used by engineering departments to...
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A differential pulsed millimeter wave (mm-wave) voltage-controlled oscillator (VCO) is proposed and designed on a 65 nm 1-poly 10-metal (1P10M) CMOS process for radar and imaging applications. The features of VCO and ...
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Model selection is an essential step when applying machine learning to classification problems. It is typically carried out by the practitioner who strives to identify the most suitable classifier for a given problem....
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This paper describes a novel electrostatically actuated microgripper with freeform geometries designed by a genetic *** new semiautomated design methodology is capable of designing near-optimal MEMS devices that are r...
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This paper describes a novel electrostatically actuated microgripper with freeform geometries designed by a genetic *** new semiautomated design methodology is capable of designing near-optimal MEMS devices that are robust to fabrication *** use of freeform geometries designed by a genetic algorithm significantly improves the performance of the *** experiment shows that the designed microgripper has a large displacement(91.5μm)with a low actuation voltage(47.5 V),which agrees well with the *** microgripper has a large actuation displacement and can handle micro-objects with a size from 10 to 100μm.A grasping experiment on human hair with a diameter of 77μm was performed to prove the functionality of the *** result confirmed the superior performance of the new design methodology enabling freeform *** design method can also be extended to the design of many other MEMS devices.
The rise of data re-purposing has resulted in an unprecedented opportunity to create new value from existing data assets. Unlike previous approaches that relied on well-understood data quality requirements, this open-...
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In India, 12% of wild animals are threatened with extinction, and human activity threatens more than 80% of East and Southeast Asia's wetlands. Every year, an estimated 400 people are killed by wildlife in India, ...
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Given a graph G (V, E) having vertices as points in the two-dimensional Euclidean space and edge-weights representing the Euclidean distances between those vertices, the Euclidean Leaf-Constrained Minimum Spanning Tre...
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In this article, we present a novel redundancy scheme to realize a fault-tolerant IoT structure for application in high-reliability systems. The proposed fault-tolerant structure uses a centralized data fusion block a...
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The low-power-consumption (LPC) operation of Roadside Units (RSUs) is of paramount importance in the 5G Vehicle-to-Infrastructure (V2I) communications within two-dimensional (2-D) Internet of Vehicles (IoV) networks. ...
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