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4 Results Found

  • Article
  • Open Access
18 Citations
7,184 Views
27 Pages

Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting

  • Somayeh Shahrabadi,
  • Telmo Adão,
  • Emanuel Peres,
  • Raul Morais,
  • Luís G. Magalhães and
  • Victor Alves

29 February 2024

The proliferation of classification-capable artificial intelligence (AI) across a wide range of domains (e.g., agriculture, construction, etc.) has been allowed to optimize and complement several tasks, typically operationalized by humans. The comput...

(This article belongs to the Special Issue Machine Learning and Artificial Intelligence in Engineering Applications)
  • Article
  • Open Access
6 Citations
3,099 Views
32 Pages

Using AI to Improve MIMO Antennas with SRR for 26 GHz by Analyzing Data

  • Linda Chouikhi,
  • Chaker Essid,
  • Bassem Ben-Salah,
  • Mongi Ben Moussa and
  • Hedi Sakli

This paper introduces a database-based design methodology aimed at optimizing a 26 GHz MIMO antenna system through machine learning (ML) techniques. The procedure is divided into two primary phases. Initially, a rectangular microstrip patch antenna i...

  • Article
  • Open Access
24 Citations
5,991 Views
26 Pages

9 June 2019

With great significance in military and civilian applications, the topic of detecting small and densely arranged objects in wide-scale remote sensing imagery is still challenging nowadays. To solve this problem, we propose a novel effectively optimiz...

(This article belongs to the Special Issue Image Processing and Spatial Neighbourhoods for Remote Sensing Data Analysis)
  • Article
  • Open Access
397 Views
31 Pages

9 July 2026

Pin arrangement significantly affects rubber-melt mixing and extrusion in pin-barrel cold-feed extruders. However, internal flow details are difficult to observe experimentally, and efficient prediction of flow-field parameters remains unavailable. T...

(This article belongs to the Section Mechanical Engineering)