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Results: 112
Development of a Charge Estimator for Piezoelectric Actuators
Morteza Mohammadzaheri, Mohammadreza Emadi, Mojtaba Ghodsi, Issam Bahadur, Musaab Zarog, Ashraf Saleem
Jan 01, 2020
Charge of a piezoelectric actuator is proportional to its displacement for a wide area of operating. Hence, a charge estimator can estimate displacement for such actuators. However, existing charge estimators take a sizable...
Published by: IGI Global
A Novel Adaptive Genetic Algorithm for Dynamic Vehicle Routing Problem With Backhaul and Two-Dimensional Loading Constraints
In this paper, we consider an extension of the Dynamic Vehicle Routing Problem with Backhauls integrated with two-dimensional loading problem called DVRPB with 2D loading constraints (2L-DVRPB). In the VRPB, a vehicle can...
Published by: IGI Global
A Method Based on a New Word Embedding Approach for Process Model Matching
This paper proposes a method based on a new word embedding approach for matching business process model. The proposed method aligns two process models in four steps. First activity labels are extracted and pre-processed to...
Published by: IGI Global
A Survey on Arabic Handwritten Script Recognition Systems
The optical character recognition (OCR) system is still an active research field in pattern recognition. Such systems can identify, recognize and distinguish electronically between characters and texts, printed or handwritten....
Published by: IGI Global
Churn Prediction in a Pay-TV Company via Data Classification
In data mining, if a data set is new to the literature, the study is comparing the existing algorithms and determining the most suitable algorithm. This study is an example of this by including many quantitative analysis. Real...
Published by: IGI Global
A State-of-the-Art Survey on Face Recognition Methods
Face Recognition is an efficient technique and one of the most liked biometric software application for the identification and verification of specific individual in a digital image by analysing and comparing patterns. This...
Computer Vision & Image Processing Computer Science and Information Technology Artificial Intelligence
Published by: IGI Global
A Texture Features-Based Robust Facial Expression Recognition
Facial expression plays an important role in communicating emotions. In this paper, a robust method for recognizing facial expressions is proposed using the combination of appearance features. Traditionally, appearance features...
Computer Vision & Image Processing Computer Science and Information Technology Artificial Intelligence
Published by: IGI Global
A Novel Fuzzy Logic-Based Improved Cuckoo Search Algorithm
Cuckoo Search (CS) algorithm is a nature-inspired optimization algorithm (NIOA) with less control parameters that is stable, versatile, and easy to implement. CS has good global search capabilities, but it is prone to local...
Published by: IGI Global
A Modified Cuckoo Search Algorithm for Data Clustering
Clustering of data is one of the necessary data mining techniques, where similar objects are grouped in the same cluster. In recent years, many nature-inspired based clustering techniques have been proposed, which have led to...
Published by: IGI Global
A PSO Enable Multi-Hop Clustering Algorithm for VANET
VANET (Vehicle Ad-hoc Network) is an emerging technology in today’s intelligent transport system. In VANET, there are many moving nodes which are called the vehicle running on the road. They communicate with each other to...
Published by: IGI Global
A Genetic Algorithm-Based Neuro-Fuzzy Controller for Unmanned Aerial Vehicle Control
In this paper a self-tuning Adaptive Neuro-fuzzy Inference System (ANFIS) Controller by Genetic Algorithm (GA) applied to trajectory tracking task of Unmanned Aerial Vehicle (UAV) is studied. The quadrotor was chosen due to its...
Published by: IGI Global
A Deep Learning-Based Approach to Classification of Baby Sign Language Images
Baby Sign Language is used by hearing parents to hearing infants as a preverbal communication which reduce frustration of parents and accelerated learning in babies, increases parent-child bonding, and lets babies communicate...
Computer Vision & Image Processing Computer Science and Information Technology Artificial Intelligence
Published by: IGI Global
An Enhanced Tabu Search Cell Formation Algorithm for a Cellular Manufacturing System
The major benefit of using Cellular manufacturing systems (CMS) is the improvement in efficiency and reduction in the production time. In a CMS the part families and machine parts are identified to minimise the inter and...
Published by: IGI Global
An Efficient Constructive Heuristic for the Cutting Stock Problem Applied in a Foam Mattress Industry
The cutting and packing problem belongs to the combinatorial optimization problems; it covers a wide range of practical cases in industries. The present paper investigates a new real world problem needs to be solved through a...
Published by: IGI Global
A Multi-Stage Fuzzy Model for Assessing Applicants for Faculty Positions in Universities
Assessing applicants for faculty positions in universities involves many issues. Each issue may involve a judgment based on uncertain or imprecise data. The uncertainty in data may exist in the interpretation made by the...
Published by: IGI Global
Solving a Real Case of Seafaring Staff Scheduling Problem Using Cuckoo Optimization Algorithm
This work deals with Human Resource Scheduling Problem (HRSP) where fairness is a very important factor when assigning different shifts to the seafaring teams. This type of problem is part and partial of the NP-hard problems...
Published by: IGI Global
Solving Task Scheduling Problem in the Cloud Using a Hybrid Particle Swarm Optimization Approach
Synergistic confluence of pervasive sensing, computing, and networking is generating heterogeneous data at unprecedented scale and complexity. Cloud computing has emergered in the last two decades as a unique storage and...
Published by: IGI Global
A Deadline-Constrained Time-Cost-Effective Salp Swarm Algorithm for Resource Optimization in Cloud Computing
Nowadays, Cloud Computing has become the most attractive platform, which provides anything as a Service (XaaS). Many applications may be developed and run on the cloud without worrying about platforms. It is a big challenge to...
Published by: IGI Global
A Metaheuristic Optimization Algorithm for Solving Higher-Order Boundary Value Problems
An effective metaheuristic algorithm to solve the higher-order boundary value problems, called a genetic programming technique is presented. In this paper, a genetic programming algorithm, which depends on the syntax tree...
Published by: IGI Global
Vehicle Type Classification Using Hybrid Features and a Deep Neural Network
Currently, considerable research has been done in vehicle type classification, especially due to the success of deep learning in many image classification problems. In this research, a system incorporating hybrid features is...
Published by: IGI Global
A Literature Review on Cross Domain Sentiment Analysis Using Machine learning
Sentiment analysis is the field of NLP which analyzes the sentiments of text written by users on online sites in the form of reviews. These reviews may be either in the form of a word, sentence, document, or ratings. These...
Published by: IGI Global
A Multi-Model Framework for Grading of Human Emotion Using CNN and Computer Vision
Emotion analysis is an area which is been widely used in the forensic crime detection domain, a mentoring device for depressed students, psychologically affected patient treatment. The current system helps only in identifying...
Computer Vision & Image Processing Computer Science and Information Technology Artificial Intelligence
Published by: IGI Global
A Liquefaction Study Using ENN, CA, and Biogeography Optimized-Based ANFIS Technique
In any construction projects,assessment of liquefaction potential induced due to seismic excitation during earthquake is a critical concern.The objective of present model development is to classify and assess liquefaction...
Published by: IGI Global
Prevention Is Better Than Cure
One of the common uses of artificial intelligence in higher education is learning dashboards, which aim at collecting and analyzing student information and providing feedback to students. Despite limited studies on dashboards in...
Artificial Intelligence Education Educational Technologies Computer Science and Information Technology
Published by: IGI Global
A Hybrid Genetic Algorithm and Sperm Swarm Optimization (HGASSO) for Multimodal Functions
In this paper, we propose a hybrid algorithm combining two different metaheuristic methods, “Genetic Algorithms (GA)” and “Sperm Swarm Optimization (SSO)”, for the global optimization of multimodal benchmarks functions. The...
Published by: IGI Global
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