At Waterloo, you can pursue a Master of Mathematics (MMath)with a specialization in Computer Science. This course is equivalent to COMP 6104 at Carleton University. A student may be permitted to carry out thesis work off campus provided suitable arrangements are made for supervision and experimental work, and prior approval is obtained from the Joint Program Committee. In-depth study on developments in database systems shaping the future of information systems, including complex object, object-oriented, object-relational, and semi-structured databases. Physical, medium access, networks, transport and application layers, and cross-layering issues. Study of algorithms based upon biological theories of evolution, applications to machine learning and optimization problems. Expérience pratique avec un ensemble intégré d'outils de commerce électronique actuels. Content authentication, copy control, intellectual property, digital rights management, and other applications. A committee must be assembled and must approve at least 3 topics for written examination: typically, a major and two minor areas. CSI 7901 Études dirigées / Directed Studies (3 crédits / 3 units). Emphasis on underlying principles. / Practical experience. Courses CSI 5149 (COMP 5007), ELG 5131 (EAGJ 5131) and ELG 7177 (EACJ 5605) cannot be combined for units. Ce cours est équivalent à COMP 5902 à la Carleton University. Computational aspects and applications of design and analysis of mobile and wireless networking. This course is equivalent to COMP 6603 at Carleton University. Our program revolves around three four-month work terms per year where students are employed by companies and government departments across Canada and internationally. Scalability through load balancing, clustering, and code optimization. Technologies du commerce électronique à valeur ajoutée. Model selection, model evaluation and statistical significance testing. Design and evaluation of security and privacy software with particular attention to human factors and how interaction design impacts security. Concepts and techniques of data mining. CSI 5129 Advanced Database Systems (3 units). Courses CSI 6900, CSI 5900 cannot be combined for units. University of Manitoba's Computer Science Students' Association. CSI 5124 Computational Aspects of Geographic Information Systems (3 units). Ce cours est équivalent à COMP 6908 à la Carleton University. For more information about graduate studies at the University of Ottawa, please refer to your academic unit. Assignments will be both (a) programming-oriented, requiring implementation and/or extensions of prototypes in Lisp and/or Prolog and (b) research-oriented, requiring readings of special topics in current A.I. Try your hand at research by enrolling in one of our Undergraduate Research Assistantship (URA)positions as a current student. 220 likes. Methods for applying ethical considerations in technology design are introduced through hands-on design projects. Not to be taken in the thesis option. CSI 7314 Advanced Topics in Object-Oriented Systems (3 units). Noté S (satisfaisant) ou NS (non satisfaisant). Advanced methodologies selected from symmetric and public key cryptography, network security protocols and infrastructure, identification, anonymity, privacy technologies, secret-sharing, intrusion detection, firewalls, access control technologies, and defending network attacks. Ce cours est équivalent à COMP 5900 à la Carleton University. Splines, subdivision surfaces and hierarchical surface representations. The course is offered in the language in which it is described. Join us and perform world-changing research, lead educational innovation, and prepare highly respected students that are among the most sought after graduates in the field. Algorithmes d'extraction de patrons et analyse des règles d'association; partitionnement des données et détection des anomalies. This course is equivalent to COMP 5503 at Carleton University. Verification techniques. U of M - Computer Science Students' Association. Les détails seront disponibles à l'école au moment de l'inscription. Sélection et évaluation des modèles et tests de signification statistique. Sujets courants en bioinformatique présentés par des étudiants en PhD et des conférenciers invités. Emphasis on data models, architectures, logic-based techniques for query processing, metadata and consistency management, the role of XML and ontologies in data integration; connections to schema mapping, data exchange, and P2P systems. Cloth animation and other sub-topics. Les sujets abordés peuvent inclure, entre autres, la génétique, les statistiques et les théories des probabilités, les alignements, la phylogénétique, la génomique et la structure de protéines. Case studies. University of Ottawa's Facebook profile, School of Electrical Engineering and Computer Science, Ottawa-Carleton Institute for Computer Science, Graduate Studies Office, Faculty of Engineering, Degree offered: Master of Computer Science (MCS), Registration status options: Full-time; Part-time, Collaborative specialization: Bioinformatics. A basis for graduate study in HCI with an emphasis on the application of theory to user interface design. The Institute is responsible for supervising these programs and for providing a framework for interaction between the universities in graduate computer science education. In this specialization students learn in-depth about means for communicating between computers, including the low-level mechanics of networking as well as higher-level concerns like security and cryptography. This course is equivalent to COMP 5501 at Carleton University. Symmetric ciphers: block and stream modes. Design of algorithms for solving problems that are combinatorial in nature, involving exhaustive generation, enumeration, search and optimization. International students enrolled in a French-language program of study may be eligible for a differential tuition fee exemption. Data mining and sharing approaches for digital targeted advertising. uOttawa focuses research strengths and efforts in four Strategic Areas of Development in Research (SADRs): With cutting-edge research, our graduate students, researchers and educators strongly influence national and international priorities. Candidates must apply to the primary program and indicate in their application for admission to the master’s program in computer science that they wish to be accepted into the collaborative specialization in bioinformatics. Quality components and metrics. Data dependencies and decomposition. Selected topics in Artificial Intelligence (A.I. Applications include speech, shape and character recognition. Following your undergraduate degree, you can continue your studies in Computer Science through our graduate studies program. Note: Candidates are responsible for any fees associated with the language tests. 9 course units in computer science (CSI) at the graduate level, including: 3 course units in Software Engineering (Category E), 3 course units in the Theory of Computing (Category T), 3 course units in Computer Applications (Category A) or in Computer Systems (Category S), 3 elective course units in computer science (CSI) at the graduate level, Visit the Theoretical aspects. The Specialization in Computing Science(Computing and X) is an open program for students who want to pursue a concentrated study of computing science, or combine the study of computing science with another discipline. Ce cours est équivalent à COMP 6902 à la Carleton University. Details will be available from the School at the time of registration. Computer science is a very broad field, and ever-evolving. Metaheuristic search, backtracking, branch-and-bound. Synchronization protocols: Optimistic vs Conservative, Deadlock detection in conservative simulations, Time warp simulation. CSI 6900 Projets de recherche intensive en informatique / Intensive Graduate Projects in Computer Science (6 crédits / 6 units). CSI 5185 Statistical and Syntactic Pattern Recognition (3 units). Courses EBC 5380, CSI 5380 cannot be combined for units. Simple methods of data structure design and analysis that lead to efficient data structures for several problems. Elliptic curve, lattice-based, and homomorphic cryptography. We recommend that you contact potential thesis supervisors as soon as possible. This course is equivalent to COMP 5206 at Carleton University. Behavioral animation. Students who wish to pursue studies in computer science leading to the degree of Master of Computer Science (MCS) or Doctor of Philosophy in Computer Science (PhD) can do so in joint programs offered by the School of Electrical Engineering and Computer Science (EECS) at the University of Ottawa and the School of Computer Science at Carleton University under the auspices of the Ottawa-Carleton Institute for Computer Science (OCICS). Requirements capture and validation. Substitution, transposition, and product ciphers. 1.1.1. The Department of Computer Science & Engineering at the University of Minnesota has come a long way in the past 50 years. Capture et validation d'exigences. In addition to the faculty members from the two computer science programs, the Institute also has members with computer science expertise from other departments. profile, Visit the This course is equivalent to COMP 5101 at Carleton University. This option leads to a Bachelor of Science (BS) degree. Applications in program verification and secure computation. In addition, research activities can be conducted in either English or French or both depending on the language used by the professor and the members of the research group. CSI 5165 Combinatorial Algorithms (3 units). This course is equivalent to COMP 5310 at Carleton University. CSI 5118 Automated Verification and Validation of Software (3 units). COMP 3190 – Introduction to Artificial Intelligence, COMP 3290 – Introduction to Compiler Construction, COMP 4510 – Introduction to Parallel Computation, COMP 4690 – Computer Systems and Architecture, COMP 4140 – Introduction to Cryptography and Cryptosystems, COMP 3040 – Technical Communication in Computer Science, COMP 4620 – Professional Practice in Computer Science, COMP 3030 – Automata Theory and Formal Languages, COMP 3170 – Analysis of Algorithms and Data Structures, COMP 4420 – Advanced Design and Analysis of Algorithms. This course is equivalent to COMP 6605 at Carleton University. CSI 5175 Mobile Commerce Technologies (3 units). CSI 5787 Fouille des données et apprentissage des concepts (3 crédits). CSI 5142 Protocols for Mobile and Wireless Networks (3 units). This course is equivalent to COMP 6602 at Carleton University. Prerequisites: familiarity with basic concepts in networks, network security, and applied cryptography. This specialization helps students learn more about the lower levels of computing, with a focus on hardware-oriented aspects, compilers, operating systems and parallel computing. Volet / Course Component: Séminaire / Seminar, CSI 9997 Proposition de thèse de doctorat / Doctoral Thesis Proposal. Selected topics in Computer Systems (Category S), not covered by other graduate courses. Structure and analysis of such networks, models abstracting their properties, link analysis, search, mechanism design, power laws, cascading, clustering and connections with work in social sciences. Les récents développements, tels que les puces d'ADN et de protéines. The admission requirements listed above are minimum requirements and do not guarantee admission to the program. The School of Computer Science is a participating unit in the collaborative program in bioinformatics at the master’s level. (Category E). CSI 5139 Selected Topics in Computer Applications (Category A) (3 units). CSI 5116 Authentication and Software Security (3 units). University of Ottawa's Youtube profile, Visit the CSI 5180 Topics in Artificial Intelligence (3 units). Thèmes choisis en systèmes informatiques (catégorie S), non couverts par d'autres cours de deuxième cycle. Theoretical Computer Science Artificial Intelligence Topics in the AI concentration include knowledge representation and logical reasoning, robotics, machine learning, probabilistic modeling and inference, natural language processing, cognition, and applications in domains such as biology and text processing. This course is equivalent to COMP 5900 at Carleton University. This course is equivalent to COMP 5110 at Carleton University. Advanced object-oriented software engineering, in particular the issues of reuse and testing. CSI 5183 Evolutionary Computation and Artificial Life (3 units). Current research topics in bioinformatics presented by PhD students and invited speakers. This course is equivalent to COMP 5203 at Carleton University. Bayesian networks, factor graphs, Markov random fields, maximum a posteriori probability (MAP) and maximum likelihood (ML) principles, elimination algorithm, sum-product algorithm, decomposable and non-decomposable models, junction tree algorithm, completely observed models, iterative proportional fitting algorithm, expectation- maximization (EM) algorithm, iterative conditional modes algorithm, variational methods, applications. Qualitative and quantitative methods for the evaluation of software system usability: Heuristic evaluation, usability testing, usability inspections and walkthroughs, cognitive walkthroughs, formal usability experimentation. Méthodes d'exploration et de partage de données pour la publicité ciblée numérique. Lower bounds, upper bounds, and average performance of algorithms. in Computer Science is a two-year post-graduate programme with the objective to develop human resources with core competence in various thrust areas of Computer Science. This course is equivalent to COMP 5505 at Carleton University. Study of design and analysis of algorithms to solve geometric problems; emphasis on applications such as robotics, graphics, and pattern recognition. What is unique about this program at the U of M? Motion capture, editing and retargeting. 2. Contact This course is equivalent to COMP 5401 at Carleton University. Human modeling. Computer Science (Major, Minor, Specialist) OUAC Admission Code: TMZ (Computer Science, Mathematics & Statistics) Academic Requirements. / Project on a specific topic in electronic commerce under the supervision of a professor. CSI 5540 Thème choisi en systèmes informatiques (catégorie S) (3 crédits). Services Web et agents. CSI 5789 Technologies du commerce électronique (3 crédits). Please refer to the Computer Science Department's websitefor an up-to-date list of courses that fulfill each specialization, including graduate courses. Projects on high performance computing in Data Science, including data analytics, bioinformatics, simulations. Thèmes choisis en théorie de l'informatique (catégorie T), non couverts par d'autres cours de deuxième cycle. Enquiries should be directed to that office. Problèmes de recherche actuels. Forward and inverse kinematics. Graded S (Satisfactory) / NS (Not satisfactory). CSI 5571 Télématique : Concepts et logiciels (3 crédits), CSI 5580 Sujets en intelligence artificielle (3 crédits). To be admitted to the co-op option, you must: Applicants who lack the required undergraduate preparation may be admitted to a qualifying-year program. Students may petition to have graduate courses count towards their specialization via this same page. 1.1.1.2. This course is equivalent to COMP 6907 at Carleton University. Encryption and decryption. @ 2018 UNIVERSITY OF MANITOBA. This course is equivalent to COMP 5900 at Carleton University. This course is equivalent to COMP 5305 at Carleton University. Méthodologies pour la spécification, le développement et la vérification formels de logiciels. Applicants whose first language is neither French nor English must provide proof of proficiency in the language of instruction. Courses ELG 5124 (EACJ 5204), CSI 5151 (COMP 5205) cannot be combined for units. Transactions électroniques sécurisées. CSI 5152 Evolving Information Networks (3 units). Advanced research questions. Other physical modeling modalities. The following specializations are currently available: 1. The Department of Computer Science at the University of Manitoba is an internationally recognized research center, and our students have opportunities to work in active research laboratories including robotics, autonomous agents, bioinformatics, novel interface design, using mathematics and methods from nature to solve computing problems, and more. BNF 8166 Seminar in Bioinformatics (3 units). E-commerce user interface design and evaluation. Relationships to decision support systems. Students in this specialization learn the fundamentals and mechanics of web-based software. Students are responsible for ensuring they have met all of the thesis requirements. Students learn sophisticated programming skills in Python from the ground up and apply these skills in building more than 20 fun projects. BS Computer Science with Specialization in Bioinformatics Checklist (Fall 2018 Curriculum) All major requirements must be taken for a letter grade (with the exception of CSE 95, 197, 198, and 199). This course is equivalent to BIOL 5516 at Carleton University. Algorithmic techniques may include locality-sensitive hashing, dimensionality reduction, streaming, clustering, VC-dimension, external memory, core sets, link analysis and recommendation systems. Fundamental mathematical and algorithmic concepts underlying computational molecular biology; physical and genetic mapping, sequence analysis (including alignment and probabilistic models), genomic rearrangement, phylogenetic inference, computational proteomics and systemics modelling of the whole cell. There is no room for impulsive decisions or applying to universities merely on the basis of rankings. CSI 7170 Advanced Topics in Distributed Computing (3 units). 2. Presentation and defence of a research thesis on a topic in bioinformatics based on original research carried out under the supervision of a faculty member participating in the Bioinformatics collaborative program. Their study program is administered by the university at which they are enrolled and is subject to its regulations. The School of Computer Science is a participating unit in the collaborative program in bioinformatics at the master’s level. E-commerce system architecture with a focus on relevant design patterns. Hardware and software support. This course is equivalent to COMP 5103 at Carleton University. To complete a master’s with coursework and project, you must meet the following requirements: Students enrolled in the master’s program in computer science at the University of Ottawa may be eligible to fast-track directly into the doctoral program without writing a master’s thesis. Principles involved in the design and implementation of distributed databases and distributed transaction processing systems. Precludes additional credit for SYSC 5306. Conformance to non-functional requirements: goals, forces and tradeoffs, metrics. Topics may include, but are not limited to: genetics, statistics & probability theory, alignments, phylogenetics, genomics, data mining, protein structure, cell simulation and computing. Applications such as information retrieval, text categorization, clustering, and statistical machine translation could be discussed. / This course is equivalent to COMP 6902 at Carleton University. A maximum of 4 units of special studies coursework may count from the following: CSE 197, 198, 199, 199H, ENG 100D, ENG 100L . Data communication protocols, routing and broadcasting. CSI 5526 Algorithmes en bio-informatique (3 crédits). Design principles and metrics for usability. Independent study and internship courses (CPSC 3960, 4950, 4960, 4990) cannot be used to satisfy computer science electives. In this specialization students focus on the mathematical and computational aspects of computer science, and learn how to study the limits of computing and the practicality of algorithms. CSI 5174 Validation Methods for Distributed Systems (3 units). Distributed interactive simulation: Data distribution management, Interest management, High Level Architectures (HLA), Run Time Infrastructure (RTI). Les détails seront disponibles à l'école au moment de l'inscription. Moteurs de recherche. With 21 options available you can design and pursue a program of study that combines computing with almost any other field. Utilisation d'assistants de preuves, de déduction automatisée et d'autres méthodes formelles visant l'exactitude de logiciel. Programming experience on parallel processing equipment. Students may include courses from both universities in their programs, and may select a supervisor from either university, but they should apply to the university with which their supervisor is associated. / This course is equivalent to COMP 5902 at Carleton University. Conception, implantation et gestion des tests. Topics include human visual perception, cognitive processes, static and dynamic models of image semantics, interaction paradigms, big data visual analysis case studies. The program will require 120 credit hours of courses in mathematics, statistics and computer science, as well as courses designed specifically for the major. Introductory course on data structures, algorithms, techniques, and software development related to medical computing (in particular spatial modeling). For example, you can follow your love of gaming with Computing and X. Validation systématique de la conception; approche boîte-grise. The Computer Science and Engineering Division at Michigan is home to one of the oldest and most respected programs in computation in the world. Préalable : être accepté au programme de certificat en commerce électronique (option technologie) et recevoir la permission du Comité du programme. The co-op option is not available to MCS students in the Accelerated Stream. Oral presentation and written report required. At least five of the six technical courses must be ECE courses. CSI 5154 Algorithms for Data Science (3 units). Collective computation, collective action, and principles of self-organization in social agent systems. Geometric modeling. The thesis director must be a member of the collaborative program. Analysis and design of efficient algorithms for solving GIS problems: visibility queries, point location, facility location. Details will be available from the School at the time of registration. This course is equivalent to COMP 5903 at Carleton University. Located in the heart of Canada’s capital, a few steps away from Parliament Hill, the University of Ottawa is among Canada’s top 10 research universities. Graded S (Satisfactory) / NS (Not satisfactory), to be based on the grades obtained for the written report as well as on the evaluations of the employer. Les détails seront disponibles à l'école au moment de l'inscription. This course is equivalent to COMP 5900 at Carleton University. This course is equivalent to COMP 5604 at Carleton University. Our third year students can apply for our accelerated master'soption to fast track their program. Volet / Course Component: Cours magistral / Lecture, CSI 5901 Études dirigées / Directed Studies (3 crédits / 3 units). Topics include current approaches to usable security, methodologies for empirical analysis, and design principles for usable security and privacy. Ce cours est équivalent à COMP 5501 à la Carleton University. Travail additionnel requis dans le cas des étudiants inscrits sous la cote CSI 5526. CSI 5161 Principles of Distributed Simulation (3 units). Note: International candidates must check the admission equivalencies for the diploma they received in their country of origin. Ce cours est équivalent à COMP 6901 à la Carleton University. Thèmes choisis en génie logiciel (catégorie E), non couverts par d'autres cours de deuxième cycle. For more information, refer to the list of faculty members and their research fields on Uniweb. Selected topics in Theory of Computing (Category T), not covered by other graduate courses. Economics of usability. CSI 5138 Selected Topics in Theory of Computing (Category T) (3 units). Algorithms for finding frequent patterns and association analysis; classification; cluster analysis and anomaly detection. Link and network layer protocols of wireless networks; applications of wireless networks may be discussed. As projects often need large groups to manage complex systems, students in this specialization will require skills in software design, project development and effective communication. CSI 5111 Software Quality Engineering (3 units). Applications à la vérification de programmes et au calcul sécurisé. Students who major in computer science have the option to complete one specialization. Selected applications of data mining and concept learning. Anthropomorphic avatars. PHONE: 204-474-8313 PHONE: 204-474-7609 EMAIL: queries@cs.umanitoba.ca Approaches for coping with Big Data. Course Component: Discussion Group, Laboratory, Lecture, Research, Seminar, Work Term, Theory and Laboratory, Tutorial, CSI 5110 Principles of Formal Software Development (3 units). Students may take 5000-level CPSC electives to satisfy elective requirements with permission of chair. CSI 5195 Ethics for Artificial Intelligence (3 units), Students critically examine topics in applied AI ethics through the lens of contemporary philosophy and applied ethics texts, popular media articles, and technology case studies. Distributed agent based simulation. Kinematic and dynamic models. We provide a progressive curriculum, internationally-recognized faculty, and an intellectual community that values diversity, interdisciplinary teamwork, entrepreneurial thinking, and inventiveness. 1) Students must complete nine approved graduate courses: 1. Your application must be submitted by the end of the first month of enrollment in your primary program, i.e., by the end of September. This course is equivalent to COMP 6601 at Carleton University. Verification of general properties of distributed systems. This course is equivalent to COMP 5407 at Carleton University. To meet this challenge Carleton University and the University of Ottawa offer a collaborative program leading to a master of science degree in the primary program with specialization in Bioinformatics or, in the case of computer science, a master of computer science degree with specialization in Bioinformatics. Overview of both rule-based or symbolic methods and statistical methods as approaches to Natural Language Processing (NLP), with more emphasis on the statistical ones. Current topics in bioinformatics presented by program professors and invited speakers. Details will be available from the School at the time of registration. Noté S (satisfaisant) ou NS (non satisfaisant) selon les résultats du rapport écrit et l'évaluation de l'employeur. Students who fail 6 units, or whose research progress is deemed unsatisfactory are required to withdraw from the program. CSI 7900 Projets de recherche en informatique / Graduate Projects in Computer Science (3 crédits / 3 units). Courses EBC5389, CSI5389 cannot be combined for units. Topics include modeling and evaluation techniques, error detecting and correcting codes, module and system level fault detection mechanisms, design techniques for fault-tolerant and fail-safe systems, software fault tolerance through recovery blocks, N-version programming, algorithm-based fault tolerance, checkpointing and recovery techniques, and survey of practical fault-tolerant systems. This course is equivalent to COMP 5307 at Carleton University. CSI 5390 Learning Systems from Random Environments (3 units). Object-oriented design and test. Ce cours est équivalent à COMP 5900 à la Carleton University. Critères de la qualité des logiciels. For the most accurate and up to date information on application deadlines, language tests and other admission requirements, please visit the specific requirements webpage. Bioinformatics focuses on the intersection of computer science and biological science. 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