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Browsing AUB Students' Theses, Dissertations, and Projects by Author "Jabr, Rabih"

Now showing items 1-8 of 8

Few-shot Learning for Conversational Bots in Low-Resource Settings

Naous, Tarek (4/6/2022)

Open-domain dialogue agents are systems that can converse with users on any topic of user’s choice. Having such types of agents has been a long standing objective in Artificial Intelligence as they can make the human-computer ...
MANY-TASK LEARNING FOR INDIVIDUALIZED CONSUMER POWER PREDICTIONS

Djandji, Marc (2/8/2021)

Short Term Load Forecasting (STLF) aims at predicting power consumption in the hours, days, or weeks ahead. Accurate STLF is important for plant scheduling, financial planning, system security, short-term maintenance, ...
Negotiating Bots with Empathy

Hokayem, Christian (9/16/2021)

Automated negotiation is a multi-agent task where one or multiple negotiating bots aim to resolve a conflict or reach a mutually beneficial agreement. Previous approaches have focused on achieving financially optimal ...
Optimal Sizing and Siting of Solar Photovoltaic and Batteries in the Microgrid of a Lebanese Village

Salloum, Wafaa (2024-05-09)

This thesis develops an optimization methodology based on Ordinal Optimization (OO) and DC Optimal Power Flow (DC-OPF) to determine the optimal sizing and placement of energy sources in a distribution network. The primary ...
OPTIMIZATION OF A SOLAR PHOTOVOLTAIC MICRO GRID FOR ELECTRICITY AND DESALINATED WATER SUPPLY

Zein, Adnan (2023-09-11)

Renewable energy is promising to become a major resource for future communities, while water scarcity is becoming a major threat. The use of solar photovoltaic (PV) to power reverse osmosis (RO) plants and produce water ...
A Reinforcement Learning and Time Series Forest Based Model Selection for Unsupervised Anomaly Detection Techniques in Time Series Electricity Consumption

Ghanim, Jihan (1/19/2023)

Anomaly Detection (AD) in time series applications is vital given the wide usage of time series data in the real-world setting. Usually, real-world anomalies are found in a variety of forms making them more difficult to ...
TECHNO-ECONOMIC ASSESSMENT OF GREEN AMMONIA AND GREEN HYDROGEN PRODUCTION POTENTIAL IN LEBANON

Ezzeddine, Haidar (2024-01-08)

The continuous rise in Lebanon's reliance on imports has affected various sectors including the energy and agriculture sectors. One way to lift some of the pressure off of both these sectors is to tap into the green ammonia ...
Theoretical Guarantees of Contrastive Learning in a Novel Explainable AI Method and a Deep Fairness Evaluation Framework

El Zini, Julia (1/27/2023)

Given the social implications of autonomous systems in high-stake areas, recent years have witnessed an outpouring of research on designing explainable and fair AI models. In this work, we consider the intersection of ...

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Browsing AUB Students' Theses, Dissertations, and Projects by Author "Jabr, Rabih"

Browsing AUB Students' Theses, Dissertations, and Projects by Author "Jabr, Rabih"

Search AUB ScholarWorks

Browse

All of AUB ScholarWorks

This Collection

My Account

Copyright Statement