Incident prediction through Machine Learning and Artificial Intelligence
Descriptive and Predictive Analysis of infectious diseases
Smart Systems
Advancing Maternal Health Through AI-Powered Gestational Diabetes Prediction
To implement an AI-based GDM screening and outcome prediction platform for a diverse demographic population of South Asia by selecting Pakistan as a base case study.
Health Informatics and Disease Prediction
Descriptive and Predictive Analysis of infectious diseases
ASV with AI Powered Collision Avoidance and Route Planning System
Simulation of ASV with autonomous navigation and collision avoidance in any Simulation Software. Reinforcement Learning based trained algorithm is used.
Socio-economic and Geographical factors for Crime Incidents
Spatio-temporal data mining techniques are used for crime analysis for their knowledge oriented and meaningful visual representation of crime incidents. Visual representation of crime patterns assist analysts with in-depth understanding of crime behavior with time and location. The representation can be made more knowledgeable and perceptible by incorporating details of socio-economic factor and areafis geographical […]
Linked Data Portal for e-Government Resources of Pakistan
This paper presents a framework to perform concept- and keyword-based English search of the Holy Quran. The concept-based search is challenging as it should be able to handle the abstract queries which often do not occur verbatim in text. In order to implement it, a Qur’anic English WordNet is implemented, which is a WordNet-derived database […]
A-Semi Automatic Decision Support System for Predicting Heart Failure Using Advanced Classification Techniques
Heart failure is considered as one of the major reasons of death worldwide. The amount of deaths from heart failure surpasses the amount of deaths resulting from any other causes. This point makes heart disease as one of the most dangerous disease resulting in human deaths worldwide. Latest studies have concentrated on the usage of […]
A Predictive Classifier for Crowd funding Success Prediction using Project Attributes
It won’t be an overstatement to say that, an internet service has become a commodity, a part and requirement of every household. This omnipresence of the internet has brought about major shifts in our lifelong ways, that is, we have a total new way of socializing; a disruptive educational model; paperless workspaces; branchless banks, just […]
Prediction of Movies popularity using machine learning techniques
The prediction of movies popularity is challenging problem. Movies prediction is a hot topic for movie makers, producers, directors, production houses and also there is a large amount of data related to the movies is available over the internet, because of that much data available, it is an interesting data mining topic. Every viewer, producer, […]
Enhanced Expert Systems for Medical Diagnostic using Data Mining
Machine learning algorithms have great potential for exploring the hidden patterns in the data sets of the medical domain. These patterns can be utilized for clinical diagnosis. Since medical diagnostic decision support systems have become more popular in clinical routine, it is critical to decide the best model to provide reliable machine learning techniques in diagnostic problems. The purpose of my research thesis is […]