Master thesis proposals computer science

Master thesis proposals computer science

Master Thesis. The master thesis topic is most often situated in the scientific fields of the research groups within the department of Electronics and Informatics (ETRO) and the department of Computer Science (DINF), although collaborations with other research groups are possible Programme overview Summary Our Master of Science is organized in two tracks: Data Science & Engineering, centered on the management, analysis, and visualization of massive amounts of digital data for artificial intelligence, visual computing, data intensive computing, or business analytics; Software Security & Engineering, devoted to the development of high-quality, innovative software systems The Master’s program in Computer Science offers a unique choice of courses that covers all aspects of the discipline, ranging from advanced digital technologies to distributed information systems and security. It also includes emerging disciplines such as biocomputing and service science

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It is organised to accommodate your scientific background and future-oriented academic interests — developing the necessary Computer Science and Data Science skills by complementing your primary field of expertise.

Above all that, we offer a wide variety of highly specialised elective courses. Data has become a torrent, flowing into every aspect master thesis proposals computer science the international economy, and is an invaluable capital for a plethora of global operations. Google, Yahoo and Microsoft have access to zettabytes or brontobytes of data, and social media platforms connect hundreds of millions of users around the globe.

Moreover, millions of networked sensors and actuators are being embedded in the physical world in devices such as mobile phones, smart energy meters and distributed cameras. What is more, petabytes of diverse data, ranging from genomic data to health records and medical imaging are transforming healthcare.

The Master in Applied Computer Science provides a broad education in data science and engineering with focus on generic smart systems design, complemented with elective minors in digital health, smart cities, environmental informatics, and business intelligence. The accumulated knowledge will give rise to an ICT engineer, capable to design systems of systems and apply analytics on the heterogeneous data obtained by such systems.

VUB offers high-quality, English-taught programmes supported by outstanding research. Being a student at VUB means learning in an open atmosphere of tolerance and diversity, and growing into an independent and critical thinking individual.

There is an excellent student to staff ratio, making it possible to teach in small groups and enabling close interaction between students and the academic staff. In addition, the university is located in three student-friendly green campusses in the cosmopolitan city of Brussels.

When moving about in Brussels, you hear a lot of different languages. The first year of the programme focuses on developing fundamental computer science skills. Elective courses in the second year allow the student to specialize in domains, such as big data analytics, artificial intelligence, bioinformatics, machine learning, internet-of-things systems, biomedical engineering, embedded software, or remote sensing, as well as many other possibilities.

Practical sessions, a master thesis and, optionally, an internship are also included in the study programme. The Smart Cities module looks at logistics and mobility, with a focus on finding sustainable solutions for environmental problems. It makes use of modern software and systems engineering technology as well as new techniques for embedded systems.

A versatile look at the science behind high-tech applications. Combining several disciplines, the Digital Health module approaches biological problems such as protein structure from a computational angle. Digital imaging, machine learning and medical informatics are also important in this module. A multidisciplinary approach to health, biology and the medical field.

You will learn technologies and practices for the integration and analysis of business data that support business decision making. The Business Intelligence specialization is available only to students following this double degree and is awarded by TUCN. For more information about this specialization, please contact the MACS administration. Note that VUB students, following one of the other three specializations above Smart Cities, Digital Health, Digital Earthhave the opportunity to select up to 12 ECTS of a module on entrepreneurship, which provides specialised knowledge on the interaction between computer science and business intelligence.

Learning outcomes describe the intended knowledge and understanding, skills and attitudes that you must master after completing your studies. Do you want to know more about the specific learning outcomes of this programme?

Click here for more information. Students can opt to take up an internship of master thesis proposals computer science ECTS — 40 working dayswhich will preferably take place during the summer July-August to avoid delaying study progress.

Registration for the internship is possible, provided that the student does not have master thesis proposals computer science combined bachelor-master enrolment and has already attained 40 ECTS of the master's programme exemptions included. If you want to register for an internship, read here the procedure for Applied Computer Science Engineering.

The academic coordinator for the internships in the MACS programme is Prof. Adrian Munteanu. For further administrative support, students should contact the MACS programme administration at macs etrovub. The master thesis topic is most often situated in the scientific fields of the research groups within the department of Electronics and Informatics ETRO and the department of Computer Science DINFalthough collaborations with other research groups are possible.

The research master thesis proposals computer science provide an online list of potential topics associated to promotors.

The student master thesis proposals computer science fully responsible for the master thesis project, of course under close guidance of the academic staff.

Finally, the thesis needs to be presented in front of a jury, consisting of the promotor, other professors and potentially external members.

The evaluation form that the committee completes to determine the grade of the master thesis is provided here. Predicting the geographical location of users on social networks like Twitter is an active research topic with plenty of methods proposed so far. Most of the existing work follows either a content-based or a network-based approach. The former is based on user-generated content while the latter exploits the structure of the network of users.

In this thesis, we proposed a more generic approach, which incorporates not only both content-based and network-based features, master thesis proposals computer science, but also other available information into a unified model.

Our approach, named Multi-Entry Neural Network MENETmaster thesis proposals computer science, leveraged the latest advances in deep learning and multiview learning. A realization of MENET with textual, network and metadata features results in an effective method for Twitter user geolocation, achieving the state of the art on two well-known datasets.

Museums started digitizing their collections, mainly for preservation, documentation and dissemination purposes, but one can go further than archival: digital acquisition enables digital analysis of paintings. Master thesis proposals computer science proves to be a useful, noninvasive tool, for many applications such as restoration, conservation, art history, material and structure characterization, authentication, dating and even style analysis.

Paintings are complex structures. Analysis of all pictorial layers and the support requires multimodal imaging, high resolution and standardized data acquisition, and big heterogeneous data analytics tools and expertise.

We have a high resolution multimodal dataset of famous paintings at our disposal that can be used in various art related studies. Automatic Detection of Suspicious Microcalcifications in High-Resolution 3D micro-CT breast Imaging.

Therefore, 50 benign and 50 malignant samples were scanned using an in vitro 3D high-resolution micro-CT scan. In total a set of microcalcifications were extracted. To distinguish benign and malignant microcalcifications, master thesis proposals computer science, a set of features is calculated.

A set of 48 novel 3D texture features is proposed to characterize interior differences. There are three research departments active in the Master of Applied Computer Science.

The three departments have various contacts in the industry, ranging over multiple research domains. Research collaborations are established with leading universities in the world Duke University, University College London, University of Patras, Northwestern Polytechnical University and EPFL in the form of international joint research groups. The module Business Intelligence is offered through a double degree with the Technical University of Cluj-Napoca in Romania.

Admission is based on acceptance and will be evaluated on a case-by-case basis. Prospective students can provide proof of sufficient knowledge of English as language of instruction by meeting one of the following criteria:, master thesis proposals computer science. Certificates and other proof of language tests may not pre-date the first enrolment by more than five years. Having successfully completed at least one year of secondary education with English as language of instruction, or having successfully completed secondary school in a Belgian institution.

Having successfully completed programme units in higher education with a minimum of 54 ECTS-credits where English was the language of instruction.

Here is the link where you can start your application:, master thesis proposals computer science. Master thesis proposals computer science consult the description of the steps for applying to the Master in Applied Computer Science.

In the CHOICE OF PROGRAMME: Please make sure that you select the programme with code A master degree opens doors in many different branches and sectors, master thesis proposals computer science. The graduates of the Master in Applied Computer Science programme can undertake different positions, including research engineers, software developers, system architects, IoT engineers, data scientists and data engineers, business developers and consultants, in the private sector or in non- governmental organisations, or continue their academic career as a PhD researchers, master thesis proposals computer science, or found companies.

Are you interested in keeping contact? Then join our group of Alumni on LinkedIn: www. Not sure what your next step should be?

The VUB helps you with your first steps on the job market. Thanks to all the professors at VUB for their constant support and guidance for making my first semester memorable. Even though I haven't yet arrived in Brussels, I still do feel a part of the VUB, master thesis proposals computer science.

You will be exposed to cutting edge knowledge and skills in computer science including AI, big data analytics, human-computer interaction etc. I had an unforgettable study experience at VUB thanks to the always helpful VUB staff, the knowledgeable professors, the patient TAs and and the adorable classmates from every corner of the world. ltd, China. I am genuinely grateful to the VUB professors who made this all possible.

They gave me passion and nothing is more important than that. As a student in the Master programme of Applied Computer Science at VUB, I have gained knowledge, confidence and practical skills that help me in my work. The courses in this programme were great assets and the instructors of the courses were highly skilled, patient and understanding. I highly recommend this programme to any degree holder who is willing to enter the world of big data. It was a wonderful opportunity to be in an international classroom, learn about different cultures and work in a team.

I am very grateful to VUB, my professors, TAs, master thesis proposals computer science, and my classmates from all over the world. Prospective students are advised to apply as soon as possible, even if they have not yet obtained their degree. Applications can only be submitted through our website. See here for further information and for information on exceptions to these general deadlines. All Flemish universities in Belgium are subsidised by the government, which results in relatively low tuition fees.

The tuition fee consists of a fixed amount paid every year you register in the programme and a variable amount paid for each ECTS you register:. A detailed overview of the tuition fees as well as examples can be found on: www. China, India, South Korea and Vietnam. Master Mind Scholarships The Government of Flanders awards scholarships to outstanding students for Master programmes in Flanders and Brussels.

Skip to main content. Study Programmes Bachelors Masters Postgraduate Programmes Preparatory programmes PhDs Summer schools Advanced masters Education quality. For students Timetables Study Guidance Center Academic Calendar. Practical How to enroll Language requirements Academic Language Center Brochures.

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Computer Science

The MSc degree is centred on conducting research in computer science for the thesis-based option or on completing a significant project for the project-based option. The MSc in computer science has three clusters, including: general computer science, data science and optimization Programme overview Summary Our Master of Science is organized in two tracks: Data Science & Engineering, centered on the management, analysis, and visualization of massive amounts of digital data for artificial intelligence, visual computing, data intensive computing, or business analytics; Software Security & Engineering, devoted to the development of high-quality, innovative software systems Alberto Bartesaghi's team receives a $K grant from Chan Zuckerberg Initiative to improve Cryo-EM Images. Duke Computer Science, Biochem and ECE associate professor Alberto Bartesaghi's team (blogger.com) recently received a $K grant from the Chan Zuckerberg Initiative (CZI).They will develop cryo-EM software based on AI to sort out the shapes of individual proteins within the