ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction
Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu
#Software defect prediction
#class imbalance
#deep reinforcement learning
Using Fuzzy Clustering Models to Predict User Demand in Precision Marketing of Cross-Border E-Commerce
Jianzhong Li,Fengwei Zhang,Nana Liu
#Cross border
#e-commerce
#fuzzy c-means
#stagnancy degree
Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images
Qiaofeng Zhou
#Attention mechanisms
#remote sensing imagery
#tourist
#ecological capacity
An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets
Tirupati Gullipalli,Krishna Murali,Srinivasa Peri
#Vanishing gradient
#taylor expansion
#functional approximation
#sigmoid
#hyperbolic tangent
#neural networks
NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction
Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu
#Software defect prediction
#class imbalance
#deep reinforcement learning
Using Fuzzy Clustering Models to Predict User Demand in Precision Marketing of Cross-Border E-Commerce
Jianzhong Li,Fengwei Zhang,Nana Liu
#Cross border
#e-commerce
#fuzzy c-means
#stagnancy degree
Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images
Qiaofeng Zhou
#Attention mechanisms
#remote sensing imagery
#tourist
#ecological capacity
An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets
Tirupati Gullipalli,Krishna Murali,Srinivasa Peri
#Vanishing gradient
#taylor expansion
#functional approximation
#sigmoid
#hyperbolic tangent
#neural networks
MXLPred: A Natural Language Processing Deep Learning Model for ICU Patients’ Data
Daphne Samuel,Mary Anita Rajam
#Deep learning
#ensemble model
#natural language processing
#MIMIC-IV
#regression
#big query
Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques
Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi
#Machine learning techniques
#decision trees
#random forest
#house prices
#crime rates
#house price pre-diction
A Two-Stage Method of Cervical Cancer Detection using Hybrid Classification Methods
Orasa Patsadu,Srisuda Soranunsri,Chananate Arthayukti
#Cervical cancer
#hybrid classification methods
#two stage classification
#machine learning
#healthcare
A Machine Learning Attempt for Anatomizing Software Risks in Small and Medium Agile Enterprises
Ayesha Ziana Mohamed,Charles Jebapillai
#Software risk analysis
#software risk classification
#risk prediction
#machine learning
#agile software risk assessment
Trust Enabled Secure Routing in Vehicular Adhoc Networks
M Venkata Krishna Reddy,G Kiran Kumar,Panduranga Vital Terlapu,D. Jayaram,Shirina Samreen
#Mobility
#reliability
#secure routing
#trust
#VANET
Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques
Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi
#Machine learning techniques
#decision trees
#random forest
#house prices
#crime rates
#house price pre-diction
A Two-Stage Method of Cervical Cancer Detection using Hybrid Classification Methods
Orasa Patsadu,Srisuda Soranunsri,Chananate Arthayukti
#Cervical cancer
#hybrid classification methods
#two stage classification
#machine learning
#healthcare
A Machine Learning Attempt for Anatomizing Software Risks in Small and Medium Agile Enterprises
Ayesha Ziana Mohamed,Charles Jebapillai
#Software risk analysis
#software risk classification
#risk prediction
#machine learning
#agile software risk assessment
Trust Enabled Secure Routing in Vehicular Adhoc Networks
M Venkata Krishna Reddy,G Kiran Kumar,Panduranga Vital Terlapu,D. Jayaram,Shirina Samreen
#Mobility
#reliability
#secure routing
#trust
#VANET
Application Analysis of Multi-Task Learning Algorithm in E-Commerce Personalized Advertising Intelligent Push
Min Hou,Mengze Zhang,Yizhou Zhang
#MTL algorithms
#selling point keywords
#sponsored search
#click through rate
#electronic business
#advertisement
#recommended
Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning
Wael AlZoubi,Hazem Hatamleh
#Multicasting
#network performance
#artificial intelligence
#deep Q-networks
#deep reinforcement learning
#quality of service
A Proposed Genetic Algorithm Adaptation Based Model for Students’ Tracks Prediction
Mourad Kaddes,Ayman E. Khedr,Amira M. Idrees
#Genetic algorithms
#optimization
#particle swarm optimization
#education
#student tracks
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