Machine Learning Model for Assuring Bird Welfare during Transportation

MACHINE LEARNING SOLUTIONS FOR TRANSPORTATION NETWORKS by

Dairy Animal Welfare during Transportation in Punjab: A KAP Study

A KAP ( Knowledge, Attitude and Perception) study on dairy farmers of Punjab was conducted to have the idea of their knowledge on animal welfare practice during transportation. A total of 200 dairy farmers across the state were randomly selected for the said study. Dairy farmers were asked to answer the 27 questions comprising of open ended question and multiple choice questions, fill in the bl...

A hybrid model based on machine learning and genetic algorithm for detecting fraud in financial statements

Financial statement fraud has increasingly become a serious problem for business, government, and investors. In fact, this threatens the reliability of capital markets, corporate heads, and even the audit profession. Auditors in particular face their apparent inability to detect large-scale fraud, and there are various ways to identify this problem. In order to identify this problem, the majori...

Analyzing the performance of different machine learning methods in determining the transportation mode using trajectory data

With the widespread advent of the smart phones equipping with Global Positioning System (GPS), a huge volume of users’ trajectory data was generated. To facilitate urban management and present appropriate services to users, studying these data was raised as a widespread research filed and has been developing since then. In this research, the transportation mode of users’ trajectories was identi...

Emotion Detection in Persian Text; A Machine Learning Model

This study aimed to develop a computational model for recognition of emotion in Persian text as a supervised machine learning problem. We considered Pluthchik emotion model as supervised learning criteria and Support Vector Machine (SVM) as baseline classifier. We also used NRC lexicon and contextual features as training data and components of the model. One hundred selected texts including pol...