• Machine Learning QoE Prediction for Video Streaming over HTTP 

  Riad, Mary

  Streaming video services have been growing rapidly in the past decade due to the wide adoption of more capable mobile devices such as smartphones and tablets, together with the deployment of higher capacity mobile networks ...

• An Analysis of Motion Smoothness in Video Object Detection 

  Gasmallah, Mohammed

  Machine learning in computer vision has become an invaluable aspect of research on object detection and object tracking. While advancements in current research aim to improve the matching of predictions with ground truth ...

• Lightweight Authenticated Encryption for Vehicle Controller Area Network 

  Hridoy, Syed Akib Anwar

  Vehicle manufacturers are installing a large number of Electronic Control Units (ECU) inside vehicles. ECUs communicate among themselves via a Controller Area Network (CAN) to ensure better user experience and safety. CAN ...

• Deep Learning for Legal and Medical Text Analytics 

  Lam, Jason

  Applications of deep learning using text have shown wide success in detecting human emotions, analyzing social media feeds, classifying text and creating compressed representations. While deep learning has been widely ...

• Aiming with Assistance: Player Balancing for Differences in Fine Motor Ability 

  Hwang, Susan

  A significant barrier to players’ enjoyment of video games is the competitive nature of many multiplayer games. It can be difficult for people with different abilities to enjoy playing together. Player balancing (such as ...

• Theoretical and Practical Considerations of Learning Algorithms in Image-guided Interventions 

  Sedghi, Alireza

  Image-guided Interventions (IGI) have revolutionized medical practice and improved the quality of life for patients by enabling less invasive surgeries and treatments. Recent advancements in computing power and learning ...

• Software Security Flaw Prediction Using Rich Contextualized Language Use Vectors: A Case Study on the Linux Kernel 

  Fouladfard, Ghazal

  One of the major threats to the security of software systems is the occurrence of security vulnerabilities, which can potentially cause a variety of problems including, but not limited to, information loss, privilege ...

• Interpreting Mass Spectrometry Images Using Stacked Learning 

  Wang, Emerson

  Desorption electrospray ionization mass spectrometry (DESI-MS) allows for hyperspectral analysis of tissue samples non-destructively under ambient conditions. A downside of such a bountiful source of data is that the high ...

• Migrating web Applications from SQL to NoSQL Databases 

  Al Mahruqi, Rahma

  In the Big Data era, data is emerging dramatically and the structure of data is becoming increasingly flexible. Non-Relational databases, such as the NoSQL class of Databases, are playing a major role as an enabler technology ...

• Synthesis and Verification of Models using Satisfiability Modulo Theories 

  Kahani, Nafiseh

  Model-driven development (MDD) advocates using models as the primary software development artifacts in place of source code. Automatic synthesis and verification of models are essential to simplify the process of creation ...

• Behavioral Modelling from Encrypted Remote Desktop Protocol Network Traffic 

  Lapczyk, Lukasz

  Traditional traffic monitoring relies on availability of unencrypted payload data inside of network packets, on which pattern match analysis is performed. With the growth in network traffic encryption, user behavioral ...

• Software Defect Prediction Using Rich Contextualized Language Use Vectors 

  Rahman, Ashiqur

  Context. Software defect prediction aims to find defect prone source code, and thus reduce the effort, time and cost involved with ensuring the quality of software systems. Both code and non-code metrics are commonly used ...

• Dynamic Access Control Framework for Internet of Things 

  Alkhresheh, Ashraf

  In the near future, IoT ecosystems will enable billions of smart things to interconnect and communicate information about themselves and their physical environments. The high density of smart things in these environments ...

• Computational Estimation of Personal Properties From Language 

  Alsadhan, Nasser

  Research in natural language and other modalities is starting to shed light on individuals personal properties. Estimating the personal properties of an individual or a group of individuals is the task of detecting ...

• Studying the Distribution Platforms for Game Mods to Create Active Modding Communities 

  Lee, Dan

  Gamer loyalty is important for the sales of a game. However, the gaming industry and the needs of gamers are rapidly increasing, making it difficult for game developers to address these needs. Game mods are modifications ...

• Leveraging Q&A platforms to improve issue management in software projects 

  Bhatia, Aaditya

  Traditional issue management systems like Bugzilla are widely used in open source and commercial projects. Stack Exchange uses its online question and answer (Q&A) platform to manage bugs, which brings several new unique ...

• A Study of the Use of Docker Compose and DockerHub Images 

  Ibrahim, Md Hasan

  Docker is a tool used to encapsulate a software package with all of its dependencies and configurations into an isolated environment. Nowadays, developers compose multiple Docker images to form multi-component applications. ...

• Testing Models of Reactive Systems 

  Ahmadi, Reza

  Testing models of modern Real-time Embedded (RTE) systems is not straightforward due to timing constraints, numerous if not infinite possible behaviors, and complex communications between components. Software testing ...

• Studying the Gas Usage and Price of Transactions in the Ethereum Blockchain Platform 

  Zarir, Abdullah Ahmad

  Ethereum is a blockchain platform that hosts and executes general-purpose computer programs known as smart contracts. Users execute smart contracts by sending transactions to one of the functions of the contract. The ...

• Reconstruction of Heterogeneous Scattering Media 

  Cecchetto, Benjamin

  A scattering medium is a material in which light does not travel in straight paths. The light travels a certain distance, changes direction, and has a chance of being absorbed by the medium. Three coefficients and a phase ...

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