PhD Transfer Talk

Video content relating to a PhD Transfer talk in the School of Computing

Lijuan Zhou - Transfer Talk - 3rd May 2013

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Transfer Talk
Lijuan Zhou

Title: Linkage-based organisation of LifeLog Archives

Supervisor: Dr. Cathal Gurrin

Abstract: As a result of the continual advances in digital sensing technologies, the creation, organisation and beneficial exploitation of lifelogs is becoming an increasing important research topic. Lifelogs are typically constructed using a range of wearable sensors and segmented into discrete events before being made accessible by a search or browsing tool.  In this work, we are developing a new model of lifelog data organisation called the MemoryMesh. The MemoryMesh is essentially a densely linked hypermedia of live experience events. In this research, we firstly propose to use a new suite of sensors based on wearable and ambient living sensors to generate a lifelog. This sensor data will be utilised for personal activity recognition, which will act as both input to the event segmentation process and an annotation source for the resultant events.  This improved event segmentation model, with broad semantic annotations, forms the basis of a new type of lifelog organisation methodology called the MemoryMesh that is inspired by the associative nature of human memory.  Using the MemoryMesh, we evaluate the applicability of WWW-derived linkage analysis algorithms to mine the structure as a source for knowledge extraction and to support user access and retrieval. This research is evaluated using both user studies and a test collection methodology.

Irina Roznovat - PhD Transfer Talk - 25th February 2013

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Transfer Talk
Irina Roznovat

Title: A Computational Model for Genetic and Epigenetic Signals in Colon Cancer

Supervisor: Prof. Heather Ruskin

Abstract:
Cancer, a class of diseases, characterized by abnormal cell growth, has one of the highest overall death rates world-wide. Its development has been linked to aberrant genetic and epigenetic events, affecting the regulation of key genes that control cellular mechanisms. However, a major issue in cancer research is the lack of precise information on tumour pathways, so that delineation of these and the processes underlying disease proliferation is an important area of investigation. A computational approach to modelling malignant system events can help to improve understanding of likely triggers, i.e. initiating abnormal micro-molecular signals that occur during cancer development. Here, we introduce a network-based model for genetic and epigenetic events observed at different stages of colon cancer, with a focus on the gene relationships and tumour pathways. These changes are studied in relation to ageing, also considered to be one of the major risk factors in neoplastic disease development. Gender is also specifically accounted for in the genetic/epigenetic framework. Additionally, further directions, including a detailed plan of development, are presented. The current work aims to provide improved insight on the way in which aberrant modifications characterize cancer initiation and progression. The framework dynamics are described in terms of interdependencies of three main layers: genetic and epigenetic events, gene relationships andcancer stage levels.

Jinlin Guo - Transfer Talk - 28th March 2013

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Transfer Talk
Jinlin Guo

Title: Generating Textual Description for User-generated Video Using Audio-Visual Semantic Concepts

Abstract: Due to the increasing affordability for capturing and storing video and the proliferation of Web 2.0 applications, the amount of User-generated Videos (UGVs) on the web has been skyrocketing. With regard to UGVs, metadata information is limited or not always available, which hinders many UGV-based applications such as video search. On the other hand, research in automatic detection of semantic concepts has now reached the point where hundreds of concept detectors can be built, and the performance is continuously improving, and these now offer novel opportunities for video retrieval. In such scenarios, we explore the techniques of automatically generating textual descriptions for recounting UGVs of complex events by audio-visual semantic concepts in this work.

Pooyan Jamshidi - Transfer Talk - 27th February 2013

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Transfer Talk
Pooyan Jamshidi

Title: Reliable Architecture-Centric Self-Adaptation of Component-Based

Abstract: A major challenge in distributed and heterogeneous software is to maintain a proper coordination of functional components that form a running system. In such dynamic settings, connectors are responsible for providing an additional and external coordination mechanism to control the interaction between components. The connectors are surrounded by functional components that may be attached or detached in autonomous and unpredictable manners. In existing solutions, the automated analysis of non-functional requirement violations is not addressed. This research, however, discusses how component connectors are enhanced with self-adaptive capabilities to react to environmental changes that may cause violations in non-functional requirements. We specifically consider compositional coordination models allowing the (re)construction of composite component connectors from atomic ones. We discuss how a connector can be verified against quantifiable non-functional requirements (such as reliability or performance) by adopting “models at run-time” that has implications for proper reconfigurations. This results in robust connectors which not only recognize changes in environmental assumptions, but also guarantee the expected non-functional requirements by exploiting reliable architecture-centric self-adaptations.

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