Browsing Faculty of IT, Computational Mathematics by Title

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  • Mathematical modelling of hidden layer architecture in artificial neural networks 
    Wagarachchi NM [Thesis-Full-text]
    The performance of an Artificial Neural Network (ANN) strongly depends on its hidden layer architecture. The generated solution by an ANN does not guarantee that it has always been devised with the simplest neural network ...
  • Modeling dynamic brainwave patterns using multi agent technology to effectively identify human emotions 
    Dayarathne, MBHMV [Thesis-Abstract]
    Research in interfacing silicon computers (typical computers) with carbon computers (human and animals) has recorded an exponential growth in the modern world. At present, these research ranges from implanting of micro ...
  • Modeling navigation of Agents using Reinforcement Learning 
    Wijerathna, L [Thesis-Abstract]
    This thesis addresses the issue of modeling the agent navigation in a benign environment by using reinforcement learning. With the use of reinforcement learning the learning agent is created who does not have any idea about ...
  • Modelling memory as conditional phenomena for a new theory of computing 
    Weerakoon WAC [Thesis-Abstract]
    Computation in Von-Neumann architecture was quite different from the computation in the human mind, which processes in association with the brain by improving quality, accuracy and speed over the generations of execution ...
  • Molecular docking using multi-agent technology 
    Fernando, MHR [Thesis-Full-text]
    Traditional computer-based simulators for manual molecular docking for rational drug discovery have been very time consuming and a tedious task. It is evident from the literature that such computer-based solutions have ...
  • Monocular Vision Based Agents for Navigation in Stochastic Environments 
    Athukorala, PAPR [Thesis-Abstract]
    Depth perceiving computer vision algorithms which are based on multiple view geometry are computationally expensive. As such, it is not practical to implement such systems in low end computing devices such as mobile phones. ...
  • Multi agent based approach to assist in design of 3D game environments 
    Maddegoda, R [Thesis-Abstract]
    Designing complex and realistic 3D environments for modern video games is one of the time consuming challenges faced by current video game industry. Over the last 20 years many researches have been conducted to automate ...
  • Multi agent system for evolving business environments 
    Rathnasekara PLAU [Thesis-Full-text]
    There are numerous online merchants and digital payment systems with loyalty offers for customers. However, limited research has been conducted to introduce customer driven bargaining based on profile of the customer. This ...
  • Multi Agent System for Ride Sharing and Carpooling 
    Sirisena, PKHA [Thesis-Full-text]
    This thesis describes the research done to implement a ridesharing solution in Sri Lanka using a multi-agent system based approach. Particularly this research focuses on implementing a carpooling/ridesharing solution using ...
  • Multi-agent based approach to ontology alignment 
    Rajakaruna, GM [Thesis-Abstract]
    Modern information systems extensively use ontologies to model domain knowledge. Nowadays, with the large amount of already available ontologies, there is a high demand for sharing and reusing the knowledge in existing ...
  • Multi-agent based crowd model to simulate emergency situations 
    Perera, BWS [Thesis-Abstract]
    Crowd simulation is listed under many practical applications in computer industry; such as safety modelling, pre-planning building architectures, urban modeling and entertainment software. Most of these current simulations ...
  • Multi-agent based dynamic scheduling system for manufacturing 
    Darshanapriya GBP [Thesis-Full-text]
    Manufacturing scheduling is considered one of the hardest scheduling problems due to its highly dynamic and uncertain nature. The existing approaches for dynamic scheduling with machine learning techniques require a large ...
  • A Multi-Agent Based Solution for Dynamic Tour Recommendation 
    Kalpanie, MKM [Thesis-Full-text]
    Tour recommendation and planning has become a complex and challenging task in the modern world. Even though there is wide-variety of existing sources that provide tour recommendations for tourists based on their preferences, ...
  • Multi-Target multi-camera tracking optimization using probabilistic target search 
    Wijayasekara KS [Thesis-Abstract]
    Smart surveillance in smart cities has become an important feature to be used in resource utilization and city-wide security areas. Multi-target multi-camera tracking has been one of the core areas in smart surveillance ...
  • Music generation for scene emotion using generative and CNN model 
    Jayawardena DIDD [Thesis-Full-text]
    Generate music using emotional semantics of an image is quiet challenging task due to the complexity of extracting emotional features of an image and generate music according to the emotion.This paper proposes an ...
  • Neural machine translation approach for Singlish to English translation 
    Sandaruwan HGD [Thesis-Abstract]
    This dissertation is for a research that aimed at proposing a language model to translate texts written in Singlish to English. Singlish is an alternative writing system for Sinhala language that uses Latin scripts ...
  • Ontological solution for enabling continuous learning 
    Tharanga, KDG [Thesis-Abstract]
    Human being starts the learning process with a minimal knowledge and then constructs the knowledge by adding new contents or updating the existing knowledge. The research ‘Ontological solution for enabling Continuous ...
  • Ontological solution for Sri Lankan legal system 
    Asanka, PPGD [Thesis-Full-text]
    Body of knowledge in legal domain is complex, unstructured, interconnected in many ways and constantly being updated. This has resulted in hindering general public to access the legal domain, and creating gap between society ...
  • Ontology - driven personalized expert recommender system for IT service management 
    Chamalka KSWKBL [Thesis-Abstract]
    Finding experts related to a given query in an industrial environment is a timeconsuming manual task. Much research has been conducted in this area using multiple intelligent techniques, but still, there ...
  • Ontology driven environment for semantic learning 
    Koggalahewa, DN [Thesis-Abstract]
    Ontology Driven environment for Semantic Learning is semantic learning software which is capable of learning from a natural language source. It identifies language complexity, ambiguity and influence of diverse writing ...