Enhancing Smart Farming with IoT Sensors Using FRPGW and HALSTM for Accurate Predictions

Fathima ShreneShifna,Baalaji Kadarkarai

#IoT smart farming #agriculture #FRPGW #HALSTM #ANN #LSTM

Triple Transformer Ensemble Fusion Method for Pox Virus Classification

K.P. Haripriya,H. Hannah Inbarani

#Vision transformer #DEiT #mobile_ViT transformer #ensemble methods #classification #medical images

Campus Network Security Situation Awareness Based on AHP and Nadam Algorithm

Liwen Xu

#Network security #situation awareness #analytic hierarchy process #nadam algorithm #long and short-term memory network

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