Pattern Analysis and Intelligent Systems
A Hybrid Data Clustering Algorithm Using Modified Krill Herd Algorithm and K-MEANS

Jensi R

Volume 5, Issue 2 , May 2019, , Pages 93-106

Abstract
  Data clustering is the process of partitioning a set of data objects into meaning clusters or groups. Due to the vast usage of clustering algorithms in many fields, a lot of research is still going on to find the best and efficient clustering algorithm. K-means is simple and easy to implement, but it ...  Read More

Pattern Analysis and Intelligent Systems
Arabic News Articles Classification Using Vectorized-Cosine Based on Seed Documents

Mohamed T Elhadi

Volume 5, Issue 2 , May 2019, , Pages 117-128

Abstract
  Besides for its own merits, text classification (TC) has become a cornerstone in many applications. Work presented here is part of and a pre-requisite for a project we have overtaken to create a corpus for the Arabic text process. It is an attempt to create modules automatically that would help speed ...  Read More

Pattern Analysis and Intelligent Systems
Quadrotor Control Using Fractional-Order PI^λ D^μ Control

Reham Mohammed

Volume 5, Issue 1 , February 2019, , Pages 1-10

Abstract
  Quadrotor control has been noted for its trouble as the consequence of the high maneuverability, system nonlinearity and strongly coupled multivariable. This paper deals with the simulation depend on proposed controller of a quadrotor that can overcome this trouble. The mathematical model of quadrotor ...  Read More

Pattern Analysis and Intelligent Systems
Coastal Water Level Prediction Model Using Adaptive Neuro-fuzzy Inference System

OLATUNJI HEZEKIAH ADIGUN; OLUSOLA JOEL OYEDELE

Volume 5, Issue 1 , February 2019, , Pages 11-18

Abstract
  This paper employs Adaptive Neuro-Fuzzy Inference System (ANFIS) to predict water level that leads to flood in coastal areas. ANFIS combines the verbal power of fuzzy logic and numerical power of neural network for its action. Meteorological and astronomical data of Santa Monica, a coastal area in California, ...  Read More

Pattern Analysis and Intelligent Systems
Robot Path Planning Using Cellular Automata and Genetic Algorithm

Zeynab Sedreh; Mehdi Sadeghzadeh

Volume 5, Issue 1 , February 2019, , Pages 19-26

Abstract
  In path planning Problems, a complete description of robot geometry, environments and obstacle are presented; the main goal is routing, moving from source to destination, without dealing with obstacles. Also, the existing route should be optimal. The definition of optimality in routing is the same as ...  Read More

Pattern Analysis and Intelligent Systems
Sports Result Prediction Based on Machine Learning and Computational Intelligence Approaches: A Survey

Milad Keshtkar Langaroudi; Mohammadreza Yamaghani

Volume 5, Issue 1 , February 2019, , Pages 27-36

Abstract
  In the current world, sports produce considerable statistical information about each player, team, games, and seasons. Traditional sports science believed science to be owned by experts, coaches, team managers, and analyzers. However, sports organizations have recently realized the abundant science available ...  Read More

Pattern Analysis and Intelligent Systems
Intrinsic vs. Extrinsic Motivation in an Interactive Engineering Game

Rani Deepika Balavendran Joseph; Alok Pal; Jeanne Tunks; Gayatri Mehta

Volume 5, Issue 1 , February 2019, , Pages 37-48

Abstract
  In this paper, we study intrinsic vs. extrinsic motivation in players playing an electrical engineering gaming environment. We used UNTANGLED, a highly interactive game to conduct this study. This game is developed to solve complex mapping problem from electrical engineering using human intuitions. Our ...  Read More

Pattern Analysis and Intelligent Systems
A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection

Salah Uddin; Mizanur Rahman; Samaun Hasan; S.M. Irfan Rana; Shaikh Muhammad Allayear

Volume 5, Issue 1 , February 2019, , Pages 49-56

Abstract
  Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not ...  Read More

Pattern Analysis and Intelligent Systems
Evaluation of the Parameters Involved in the Iris Recognition System

Minakshi Boruah

Volume 4, Issue 4 , November 2018, , Pages 219-228

Abstract
  Biometric recognition is an automatic identification method which is based on unique features or characteristics possessed by human beings and Iris recognition has proved itself as one of the most reliable biometric methods available owing to the accuracy provided by its unique epigenetic patterns. The ...  Read More

Pattern Analysis and Intelligent Systems
Survey on Perception of People Regarding Utilization of Computer Science & Information Technology in Manipulation of Big Data, Disease Detection & Drug Discovery

Md Golam Sarowar; Azim Khan; Maruf Hasan Shakil; Mohammad Arafat Ullah

Volume 4, Issue 4 , November 2018, , Pages 237-246

Abstract
  this research explores the manipulation of biomedical big data and diseases detection using automated computing mechanisms. As efficient and cost effective way to discover disease and drug is important for a society so computer aided automated system is a must. This paper aims to understand the importance ...  Read More

Pattern Analysis and Intelligent Systems
Decentralized Fuzzy-PID Based Control Model for a Multivariable Liquid Level System

Olatunji Hezekiah Adigun

Volume 4, Issue 4 , November 2018, , Pages 247-254

Abstract
  Multivariable liquid level control is essential in process industries to ensure quality of the product and safety of the equipment. However, the significant problems of the control system include excessive time consumption and percentage overshoot, which result from ineffective performance of the tuning ...  Read More

Pattern Analysis and Intelligent Systems
A New Approach for Text Documents Classification with Invasive Weed Optimization and Naive Bayes Classifier

Saman Khalandi; Farhad Soleimanian Gharehchopogh

Volume 4, Issue 3 , August 2018, , Pages 167-184

Abstract
  With the fast increase of the documents, using Text Document Classification (TDC) methods has become a crucial matter. This paper presented a hybrid model of Invasive Weed Optimization (IWO) and Naive Bayes (NB) classifier (IWO-NB) for Feature Selection (FS) in order to reduce the big size of features ...  Read More

Pattern Analysis and Intelligent Systems
Implementation of Random Forest Algorithm in Order to Use Big Data to Improve Real-Time Traffic Monitoring and Safety

Negin Fatholahzade; Gholamreza Akbarizadeh; Morteza Romoozi

Volume 4, Issue 2 , May 2018, , Pages 51-60

Abstract
  Nowadays the active traffic management is enabled for better performance due to the nature of the real-time large data in transportation system. With the advancement of large data, monitoring and improving the traffic safety transformed into necessity in the form of actively and appropriately. Per-formance ...  Read More

Pattern Analysis and Intelligent Systems
The Impact of the Adoption Business Intelligence among Iranian Banks

Marzieh Faridi Masouleh

Volume 4, Issue 1 , February 2018, , Pages 13-20

Abstract
  Business intelligent (BI) technologies have been adopted by different types of organizations. The banking sector is among the service industry that has been largely influenced by technology currently. This has been manifested in the way the operations of banking have evolved from the pure exchange of ...  Read More

Pattern Analysis and Intelligent Systems
Developing A Fault Diagnosis Approach Based On Artificial Neural Network And Self Organization Map For Occurred ADSL Faults

Vahid Golmah; Mina Tashakori

Volume 3, Issue 3 , August 2017, , Pages 125-134

Abstract
  Telecommunication companies have received a great deal of research attention, which have many advantages such as low cost, higher qualification, simple installation and maintenance, and high reliability. However, the using of technical maintenance approaches in Telecommunication companies could improve ...  Read More

Pattern Analysis and Intelligent Systems
Recognizing the Emotional State Changes in Human Utterance by a Learning Statistical Method based on Gaussian Mixture Model

Reza Ashrafidoost; Saeed Setayeshi; Arash Sharifi

Volume 3, Issue 2 , May 2017, , Pages 113-124

Abstract
  Speech is one of the most opulent and instant methods to express emotional characteristics of human beings, which conveys the cognitive and semantic concepts among humans. In this study, a statistical-based method for emotional recognition of speech signals is proposed, and a learning approach is introduced, ...  Read More

Pattern Analysis and Intelligent Systems
Diagnosis of hyperlipidemia in patients based on an artificial neural network with pso algorithm

asma naeimi; minoo soltanshahi; amir rajabi

Volume 3, Issue 1 , February 2017, , Pages 19-30

Abstract
  One of the most common and most dangerous diseases of blood fats are such as heart disease, diabetes and stroke, heart and brain. It can control the timely diagnosis, treatment and then prevention of complications is become very effective even without using medicine. Heart disease and diabetes file if ...  Read More

Pattern Analysis and Intelligent Systems
Using fuzzy c-means clustering algorithm for common lecturer timetabling among departments

hamed babaei; Jaber Karimpour; Sajjad Mavizi

Volume 3, Issue 1 , February 2017, , Pages 45-64

Abstract
  University course timetabling problem is one of the hard problems and it must be done for each term frequently which is an exhausting and time consuming task. The main technique in the presented approach is focused on developing and making the process of timetabling common lecturers among different departments ...  Read More

Pattern Analysis and Intelligent Systems
Improvement of effort estimation accuracy in software projects using a feature selection approach

Zahra Shahpar; Vahid Khatibi; Asma Tanavar; Rahil Sarikhani

Volume 2, Issue 4 , November 2016, , Pages 31-38

Abstract
  In recent years, utilization of feature selection techniques has become an essential requirement for processing and model construction in different scientific areas. In the field of software project effort estimation, the need to apply dimensionality reduction and feature selection methods has become ...  Read More

Pattern Analysis and Intelligent Systems
A New Multi-Criteria Decision Making Based on Fuzzy- Topsis Theory

Leila Yahyaie; Sohrab Khanmohammadi

Volume 2, Issue 4 , November 2016, , Pages 39-48

Abstract
  Abstract— In this paper, a new extended method of multi criteria decision making based on fuzzy-Topsis theory is introduced. fuzzy mcdm algorithm for determining the best choice among all possible choices when the data are fuzzy is also presented. Using a new index leads to procedure for choosing ...  Read More

Pattern Analysis and Intelligent Systems
Experimental Evaluation of Algorithmic Effort Estimation Models using Projects Clustering

Farzaneh Famoori; Vahid Khatibi bardsiri; Shima Javadi Moghadam; Fakhrosadat Fanian

Volume 2, Issue 3 , August 2016, , Pages 15-26

Abstract
  One of the most important aspects of software project management is the estimation of cost and time required for running information system. Therefore, software managers try to carry estimation based on behavior, properties, and project restrictions. Software cost estimation refers to the process of ...  Read More

Pattern Analysis and Intelligent Systems
Classifier Ensemble Framework: a Diversity Based Approach

Hamid Parvin; Hosein Alizadeh; Mohsen Moshki

Volume 2, Issue 2 , May 2016, , Pages 1-10

Abstract
  Pattern recognition systems are widely used in a host of different fields. Due to some reasons such as lack of knowledge about a method based on which the best classifier is detected for any arbitrary problem, and thanks to significant improvement in accuracy, researchers turn to ensemble methods in ...  Read More

Pattern Analysis and Intelligent Systems
An Improved Imperialist Competitive Algorithm based on a new assimilation strategy

Seyed Mojtaba Saif

Volume 2, Issue 2 , May 2016, , Pages 23-32

Abstract
  Meta-heuristic algorithms inspired by the natural processes are part of the optimization algorithms that they have been considered in recent years, such as genetic algorithm, particle swarm optimization, ant colony optimization, Firefly algorithm. Recently, a new kind of evolutionary algorithm has been ...  Read More

Pattern Analysis and Intelligent Systems
A Fuzzy-GA Approach for Parameter Optimization of A Fuzzy Expert System for Diagnosis of Acute Lymphocytic Leukemia in Children

Rahil Hosseini; Farzaneh Latifi; Mahdi Mazinani

Volume 2, Issue 2 , May 2016, , Pages 33-42

Abstract
  Hybrid fuzzy expert systems are one of the most practical intelligent paradigm of soft computing techniques with the high potential for managing uncertainty associated to the medical diagnosis. The potential of genetic algorithm (GA) by inspiring from natural evolution as a learning and optimization ...  Read More

Computer Networks and Distributed Systems
Reliability and Availability Improvement in Economic Data Grid Environment Based On Clustering Approach

Ali Abbasi; Amir Masoud Rahmani; Esmaeil Zeinali Khasraghi

Volume 1, Issue 4 , November 2015, , Pages 1-14

Abstract
  Abstract - One of the important problems in grid environments is data replication in grid sites. Reliability and availability of data replication in some cases is considered low. To separate sites with high reliability and high availability of sites with low availability and low reliability, clustering ...  Read More