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Comparative Investigation of Learning Algorithms for Image Classification with Small Dataset

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2021; 35 (10)

Increase in popularity of deep learning in various research areas leads to use it in resolving image classification problems. The objective of this re......

Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Machine Learning

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2021; 35 (9)

Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder that includes symptoms such as inattentiveness, hyperactivity and imp......

Unmanned Aerial Vehicle Acoustic Localization Using Multilayer Perceptron

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2021; 35 (7)

Unmanned Aerial Vehicles (UAVs), in recent years, are developing rapidly. However, when fly into private residences or public areas without authorizat......

Classifier Selection and Ensemble Model for Multi-class Imbalance Learning in Education Grants Prediction

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2021; 35 (4)

Ensemble learning combines base classifiers to improve the performance of the models and obtains a higher classification accuracy than a single classi......

Extreme Learning Regression for nu Regularization

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2020; 34 (5)

Extreme learning machine for regression (ELR), though efficient, is not preferred in time-limited applications, due to the model selection time being ......

Detection of Compromised Online Social Network Account with an Enhanced Knn

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2020; 34 (11)

The primary threat to online social network (OSN) users is account compromisation. The challenge in detecting a compromised account is due to the trus......

Deep Learning Technique Based Surveillance Video Analysis for the Store

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2020; 34 (14)

AI technology has developed so fast, and it has been applied to the commercial area. In order to predict the customer preference and adjust the placem......

Bi-direction Direct RGB-D Visual Odometry

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2020; 34 (14)

Direct visual odometry (DVO) is an important vision task which aims to obtain the camera motion via minimizing the photometric error across the differ......

On Composite Leader-follower Formation Control for Wheeled Mobile Robots with Adaptive Disturbance Rejection

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2019; 33 (14)

This paper proposes a composite control strategy for the formation control of a group of wheeled mobile robots (WMRs) by taking full advantages of mod......

JIF:0.99

Lagrangian Duality with ELM for Word Sense Multiprototype Discovery

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2018; 32 (9-10)

Homonymy and polysemy are major issues in word sense disambiguation. Combining with multilayer neural network, word sense multiprototyping tackles the......

JIF:0.99

A Modular Real-time Tidal Prediction Model based on Grey-GMDH Neural Network

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2018; 32 (2)

Real-time prediction of tidal level is of great significance for activities of human beings in the fields of marine and coastal engineering. However, ......

JIF:0.99

Finite-Time Sliding Mode Control for Trajectory Tracking of WMRs with Wheel-Soil Friction Disturbance Adaptability

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2017; 31 (1)

This paper presents a trajectory tracking approach based on terminal sliding mode control (TSMC) technique for wheeled mobile robot where the wheel-so......

JIF:0.59

Concept Compression in Formal Concept Analysis Using Entropy-Based Attribute Priority

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2017; 31 (3)

Discovering important concepts in formal concept analysis (FCA) is an important issue due to huge number of concepts arising out of complicated contex......

JIF:0.59

Game-theoretic Evolutionary Algorithm Based on Behavioral Expectation and its Performance Analysis

期刊: APPLIED ARTIFICIAL INTELLIGENCE, 2017; 31 (5-6)

Game theory has been widely recognized as an important tool in many fields, which provides general mathematical techniques for analyzing situations in......

JIF:0.59

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