Performance Comparison of Multiple ANN Optimizer on IoT-enabled Sensor Fire Dataset

Sudip Suklabaidya,Indrani Das

#Sensor dataset #fire detection #ANN #SGD #adam #adamax

Machine Learning Models for Statistical Analysis

Marko Grebovic,Luka Filipovic,Ivana Katnic,Milica Vukotic,Tomo Popovic

#Machine learning #artificial neural networks #statistical models #accuracy measures

Prediction of Part of Speech Tags for Punjabi using Support Vector Machines

Abstract:Part-Of-Speech (POS)tagging is a task of assigning the appropriatePOSor lexical category to each word in a

#POS tagging # SVM #feature set #vectorization #machine learning # tagger # punjabi # indian languages

Design and Implementation of G/G/1 Queuing Model Algorithm for its Applicability in Internet

and Riktesh Srivastava 2

#M/M/1 # G/G/1 # internet gateway server # queuing process

Department of Electronics and Communication Enginee ring, PSG College of Technology, India.

# videocompression #quantization #prediction #entrop ycoding #multiwavelets #scalingfunctions

A Novel Distance Based Relocation Mechanism to Enhance the Performance of Proxy

# WWW # proxy cache # relocation point # path prediction # distance based relocation

Mohammed Awad

# Clustering # time series prediction # RBF neural netw orks

Computing Environment

# Distributed computing # cloud computing # knowledge d iscovery # rough set

Zuriani Mustaffa and Yuhanis Yusof

#ABC # LSSVM # financial time series prediction # param eter tuning

Sotiris Kotsiantis

# Naive Bayes classifier # data mining # machine learni ng

An Efficient Traffic Forecasting System Based on Spatial Data and Decision Trees

# Traffic flow # traffic prediction # spatial data min ing # spatial data base # see5

Abductive Network Ensembles for Improved

Mojeeb Al-Khiaty1, Radwan Abdel-Aal2, and Mahmoud Elish1,3 1Information and Computer Science Department, King Fahd University of Petroleum and Minerals, Saudi

#Change-proneness # software metrics # abductive networks # ensemble classifiers

Proficient Decision Making on Virtual Machine Creation in IaaS Cloud Environment

Abstract: Cloud computing is a most fascinated technology that is being utilized by IT companies to reduce their

#IaaS # VMs # jordon neural network # genetic algorithm # service level agreements # FLBVC

Using Data Mining for Predicting Cultivable Uncultivated Regions in the Middle East

large areas, while agricultural lands are described as small areas of arable land under perennial grass pastures or crops. In

#Data mining # image processing # GIS # prediction # wheat # alfalfa

An Empirical Study to Evaluate the Relationship of Object-Oriented Metrics and Change Proneness

Abstract: Software maintenance deals with changes or modifications which software goes through. Change prediction models

#Change proneness # empirical validation # machine learning # object-oriented and software quality

An Effective Sample Preparation Method for Diabetes Prediction

Abstract: Diabetes is a chronic disorder caused by metabolic malfunction in carbohydrate metabolism and it has become a

#Diabetes # clustering # classification # K-means # SVM # sample preparation

Multi-Classifier Model for Software Fault Prediction

Abstract: Prediction of fault prone module prior to testing is an emerging activity for software organizations to allocate

#Software metrics # software fault prediction # machine learning

Enhanced Hybrid Prediction Models for Time Series Prediction

as artificial neural networks are considered to be better for prediction of data with non-linear patterns. In the real-life, time-

#Hybrid model # adaptive neuro-fuzzy inference systems # soft computing # neural network # statistical techniques

Evaluation of Influence of Arousal-Valence Primitives on Speech Emotion Recognition

Abstract: Speech Emotion recognition is a challenging research problem with a significant scientific interest. There has been

#Speech emotion recognition # arousal # valence # hierarchical classification # gaussian mixture model # support vector machine

Dynamic Random Forest for the Recognition of Arabic Handwritten Mathematical Symbols with A

Laboratory of Advanced Technology and Intelligent Systems, University of Sousse, Tunisia

#Arabic handwritten mathematical symbols recognition # SH # HOG # CCH # dynamic RF