For additional information, please consult the “Admission Requirements” section of the PhD program. Permission of the Department is required. Cryptographie. Syntactic recognition of strings, substrings, subsequences and tree structures. Courses EBC5389, CSI5389 cannot be combined for units. Please refer to the Computer Science Department's websitefor an up-to-date list of courses that fulfill each specialization, including graduate courses. Spatial, spectral, and temporal watermarking algorithms. Courses ELG 5124 (EACJ 5204), CSI 5151 (COMP 5205) cannot be combined for units. Students who fail 6 units, or whose research progress is deemed unsatisfactory are required to withdraw from the program. M.S. This course is equivalent to COMP 5704 at Carleton University. Location service for efficient routing. CSI 5500 Projets en informatique (3 crédits), CSI 5501 Modèles formels de l'information (3 crédits), CSI 5510 Principles de développement formel de logiciels (3 crédits). Elliptic curve, lattice-based, and homomorphic cryptography. Computational knowledge discovery in and the dynamic nature of cellular networks. The dimensional and multidimensional data models for data warehousing. (Available to students enrolled in the thesis option or the coursework and project option.). 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). Topics of current interest in Software Engineering, such as requirements engineering, precise and advanced modelling, development processes, change management, standards, and emerging types of applications. Topics in combinatorial optimization with emphasis on applications in Computer Science. Ce cours est équivalent à COMP 5501 à la Carleton University. This course is equivalent to COMP 5107 at Carleton University. Ce cours est équivalent à COMP 5902 à la Carleton University. Human modeling. Concepts, techniques, and algorithms in machine learning; representation, regularization and generalization; supervised learning; unsupervised learning; advanced methods such as support vector machines, online algorithms, neural networks, hidden Markov models, and Bayesian networks; curse of dimensionality and large-scale machine learning. Current research issues. CSI 5175 Mobile Commerce Technologies (3 units). Services Web et agents. U of M - Computer Science Students' Association. This course is equivalent to COMP 5805 at Carleton University. CSI 7163 Advanced Topics in Computer Systems (3 units). Applications such as information retrieval, text categorization, clustering, and statistical machine translation could be discussed. Test architectures. Problems discussed may include: coordination and control, information diffusion, leader election, consensus, distributed data operations, computing by mobile entities. Functional conformance: scenario modeling and verification, design by contract. Search engines. We provide a progressive curriculum, internationally-recognized faculty, and an intellectual community that values diversity, interdisciplinary teamwork, entrepreneurial thinking, and inventiveness. The graduate seminar requirements must be fulfilled within two consecutive terms. Students take a broad set of core computer science courses in the early semesters, which exposes them to the main concepts in computing. CSI 5161 Principles of Distributed Simulation (3 units). This course is equivalent to COMP 5406 at Carleton University. Students will carry out research. Hardware and software support. CSI 6900 Projets de recherche intensive en informatique / Intensive Graduate Projects in Computer Science (6 crédits / 6 units). The units awarded for co-op terms may not be used to obtain equivalences for other courses. Materialized and virtual approaches to integration of heterogeneous and independent data sources. the University, 75 Laurier Ave. East, Ottawa ONK1N 6N5 Canada. Volet / Course Component: Séminaire / Seminar, CSI 9997 Proposition de thèse de doctorat / Doctoral Thesis Proposal. Structure and use of data definition and manipulation languages. Noté S (satisfaisant) ou NS (non satisfaisant). / This course is equivalent to COMP 5901 at Carleton University. CSI 5555 Apprentissage machine (3 crédits). Introduction to the game of Cops and Robbers. Physics of light transport, rendering equation and Bidirectional Reflectance Distribution Function. This course is equivalent to COMP 5310 at Carleton University. Includes, but is not limited to, knowledge representation, large scale data integration, data mining and computational systems biology. Expérience en milieu de travail. Les détails seront disponibles à l'école au moment de l'inscription. Les cours EBC 5380, CSI 5380 ne peuvent pas être combinés pour les unités. Conformance to non-functional requirements: goals, forces and tradeoffs, metrics. Study of design and analysis of algorithms to solve geometric problems; emphasis on applications such as robotics, graphics, and pattern recognition. Noté S (satisfaisant) ou NS (non satisfaisant). Utilisation d'assistants de preuves, de déduction automatisée et d'autres méthodes formelles visant l'exactitude de logiciel. This course is equivalent to COMP 5501 at Carleton University. / A two-session course. To do so, students must take three courses from an approved list in lieu of three major electives. Students wishing to complete a Graduate Specialization as part of their MEng program should consult the list of required courses for each Graduate Specialization before selecting courses. This course is equivalent to COMP 5900 at Carleton University. Details will be available from the School at the time of registration. There is no room for impulsive decisions or applying to universities merely on the basis of rankings. This course is equivalent to COMP 5409 at Carleton University. This course is equivalent to BIOL 5516 at Carleton University. Formal models of distributed environment; theoretical issues in the design of distributed algorithms; message and time complexity; problem solving in distributed settings. Courses CSI 5169, ELG 6168 cannot be combined for units. Graded S (Satisfactory) / NS (Not satisfactory). Serveurs Web, conteneurs et cadres d'application. Course Component: Discussion Group, Laboratory, Lecture, Research, Seminar, Work Term, Theory and Laboratory, Tutorial, CSI 5110 Principles of Formal Software Development (3 units). Artificial Intelligence (AI) is the investigation of agents that make rational decisions based on input from external sources. 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. Assemblage de l'ADN, recherche de gênes, comparaison de chaînes, alignement de séquences, structures grammaticales, structures secondaires et tertiaires. The choice of supervisor will determine the primary campus location of the student. CSI 9998 Examen général de doctorat / Ph.D. Comprehensive. Applicants must be able to understand and fluently speak the language of instruction (English) in the program to which they are applying. Introduction aux modèles et technologies d'entreprise. System family engineering. A maximum of two 500-level courses is recommended. Web services and agents. Data representations and their operations on raster and vector devices: e.g., quadtrees, grid files, digital elevation models, triangular irregular network models. Courses EBC 5175, CSI 5175 cannot be combined for units. 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. University of Ottawa's Youtube profile, Visit the CSI 5380 Systems and Architectures for Electronic Commerce (3 units). Students who major in computer science have the option to complete one specialization. This course is equivalent to COMP 6601 at Carleton University. CSI 5571 Télématique : Concepts et logiciels (3 crédits), CSI 5580 Sujets en intelligence artificielle (3 crédits). What is unique about this program at the U of M? Computer Sec… CSI 5148 Wireless Ad Hoc Networking (3 units). Students may petition to have graduate courses count towards their specialization via this same page. ); pourrait inclure des techniques de programmation en intelligence artificielle, des systèmes d'appariement de formes, des systèmes à langage naturel, des systèmes à base de règles, des systèmes de contraintes, des systèmes d'apprentissage automatique et des systèmes cognitifs. Bioinformatics is an emerging and increasingly important scientific discipline dedicated to the pursuit of fundamental questions about the structure, function and evolution of biological entities through the design and application of computational approaches. Ce cours est équivalent à COMP 5707 à la Carleton University. CSI 5115 Database Analysis and Design (3 units). CSI 7162 Advanced Topics in Computer Applications (3 units). 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. Public key cryptosystems. Prerequisites: familiarity with basic concepts in networks, network security, and applied cryptography. Critères de la qualité des logiciels. / Permission of the Department is required. This course is equivalent to COMP 5203 at Carleton University. Aspects conceptuels et techniques de l’exploration des données. Graduate Studies Office, Faculty of Engineering STE 1024 800 King Edward Ave. Ottawa ON Canada K1N 6N5, Tel. Recherche métaheuristique, retour arrière, branch-and-bound. Data communication protocols, routing and broadcasting. Study of algorithms based upon biological theories of evolution, applications to machine learning and optimization problems. Design of algorithms for solving problems that are combinatorial in nature, involving exhaustive generation, enumeration, search and optimization. Préalable : être accepté au programme de certificat en commerce électronique (option technologie) et recevoir la permission du Comité du programme. Calcul de l'isomorphisme des objets combinatoires (graphes), génération exhaustive sans isomorphes. This course is equivalent to COMP 6603 at Carleton University. CSI 5113 Foundations Programming Languages (3 units). Basic concepts. This course is equivalent to COMP 5903 at Carleton University. Ce cours est équivalent à COMP 5401 à la Carleton University. 1.1.1. Principles, techniques, technology and applications of information visualization for visual data analysis. The field of Data Science is a combination of statistics and computer science methodologies that enable ‘learning from data’. (The report must be 30 pages long, including appendices.) Concepts and techniques of data mining. Ce cours est équivalent à COMP 5901 à la Carleton University. Students in this specialization learn how to design, implement, and evaluate ways for people to interact with computing technology, including how to address people’s needs and abilities, how to render and visualize information, and how to use novel technologies to improve interactions. Étude de cas en validation et vérification des logiciels de communication. CSI 7160 Advanced Topics in the Theory of Computing (3 units). Les devoirs seront à la fois (a) axés sur la programmation, exigeant l'implémentation et/ou l'extension de prototypes (b) axés sur la recherche, nécessitant des lectures de sujets spéciaux dans des revus d'I.A. Kinematic and dynamic models. In addition to the faculty members from the two computer science programs, the Institute also has members with computer science expertise from other departments. Project”) with a value equivalent to three ECE 1000-level courses. Integration of usability engineering into the software engineering lifecycle. contemporaines. Cours ouvert uniquement aux étudiants inscrits à la maîtrise sans thèse. Computerized adaptive learning for random environments and its applications. Internationalization, accessibility, and privacy. Aspects théoriques. Choix d'applications en exploration des données et en extraction des concepts. Algorithmic techniques to handle (massive/big) data arising from, for example, social media, mobile devices, sensors, financial transactions. Security in ad hoc networks. Approches pour composer avec les mégadonnées. The computer science major program is a 120-credit hour degree program in the Faculty of Science that provides a solid background for a career in computer science. A committee must be assembled and must approve at least 3 topics for written examination: typically, a major and two minor areas. Details will be available from the School at the time of registration. Topics include advanced data modeling, semantic modeling, multidimensional databases and data warehousing, on-line-analytical processing, elements of data mining, context in data management, data quality assessment, data cleaning, elements of business process modeling. CSI 5105 Network Security and Cryptography (3 units). CSI 5164 Computational Geometry (3 units). Thèmes choisis en génie logiciel (catégorie E), non couverts par d'autres cours de deuxième cycle. This option leads to a Bachelor of Science (BS) degree. CSI 5561 Sujets en simulation et en optimisation des systèmes (3 crédits), CSI 5563 Analyse et conception des algorithmes (3 crédits), CSI 5565 Algorithmes combinatoires (3 crédits). The program a… For example, you can follow your love of gaming with Computing and X. Motion capture, editing and retargeting. CSI 5139 Selected Topics in Computer Applications (Category A) (3 units). The seminar course in bioinformatics involves a written report, the presentation of a seminar, and regular attendance at departmental seminars. Case studies. CSI 5390 Learning Systems from Random Environments (3 units). Research field overview. Les cours CSI 6900, CSI 5900 ne peuvent être combinés pour l'obtention de crédits. 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. CSI 5136 Computer Security and Usability (3 units). The following specializations are currently available: 1. This course is equivalent to COMP 5402 at Carleton University. Applications could include areas in Finance, Medicine, Manufacturing, Smart Cities, Semantic Web, Healthcare, Fraud Detection, Intrusion Detection, Autonomous Vehicles, Opinion mining, Sentiment Analysis or similar areas. Category T in course list. Distributed interactive simulation: Data distribution management, Interest management, High Level Architectures (HLA), Run Time Infrastructure (RTI). Details will be available from the School at the time of registration. Topology control and maintenance. E-commerce system architecture with a focus on relevant design patterns. Computer science combines the study of computation and information processing fundamentals with their application in the world around us. Use of cryptography in steganography and watermarking. 1.1.1.2. Ce cours est équivalent à COMP 5903 à la Carleton University. Topics include: distributed and multi-database system architectures and models, atomicity, synchronization and distributed concurrency control algorithms, data replication, recovery techniques, and reliability in distributed databases. Their study program is administered by the university at which they are enrolled and is subject to its regulations. University of Ottawa's LinkedIn profile, Visit the Northeastern University’s Master of Science in Computer Scienceprogram explores both the principles of computing and the many ways these principles are applied to various roles in the computer science discipline. Complete three (3) specialization courses in one area of specialization (OR 5 core courses + 4 specialization courses in one area of specialization): 3. PHONE: 204-474-8313 PHONE: 204-474-7609 EMAIL: queries@cs.umanitoba.ca CSI 5200 Projects on Selected Topics (3 units), CSI 5308 Principles of Distributed Computing (3 units). Ethical concerns when performing studies with test users. The basis for admission to the qualifying year of the Master’s program will normally be an honours degree in a related discipline with a B average (70%), provided that the honours program in question includes the equivalent of three years of an honours computer science program. Improving inclusivity and breaking barriers for students in computing science. E-commerce user interface design and evaluation. CSI 5537 Thème choisi en génie logiciel (catégorie E) (3 crédits). CSI 5174 Validation Methods for Distributed Systems (3 units). Admission to the COE, however, is extremely competitive. Computer scientists build fast, reliable, scalable and secure software systems to organize and analyze information. Software design for testability. Students are responsible for ensuring they have met all of the thesis requirements. Be enrolled as a full-time student in the master’s in computer science; Have a cumulative grade point average of 7.0 or 75%; Be a Canadian citizen or permanent resident; Maintain a cumulative grade point average of 7.0 or 75%; Obtain a satisfactory grade (P) for each co-op work term: Each work term is graded P/F (pass/fail), based on the employer’s report and on the written report completed by the student. M.Sc. Be admitted to the Electrical Engineering & Computer Sciences (EECS) major in the College of Engineering (COE) as a freshman. This course emphasizes concepts and techniques rather than specific applications or systems/implementations. 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. Current topics in bioinformatics presented by program professors and invited speakers. Selected topics in Artificial Intelligence (A.I. Ce cours est équivalent à COMP 6908 à la Carleton University. Welcome to University of Manitoba Computer Science Co-op. Qualitative and quantitative methods for the evaluation of software system usability: Heuristic evaluation, usability testing, usability inspections and walkthroughs, cognitive walkthroughs, formal usability experimentation. / This course is equivalent to COMP 5902 at Carleton University. Qualité du processus de développement des logiciels. Méthodes d'exploration et de partage de données pour la publicité ciblée numérique. 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. Oral presentation required. (Category E). Méthodes pour l'agrégation et le prétraitement des données. We recommend that you contact potential thesis supervisors as soon as possible. This course is equivalent to COMP 5505 at Carleton University. This specialization often includes applications of technology in medical contexts, such as … Expérience pratique avec un ensemble intégré d'outils de commerce électronique actuels. Advanced object-oriented software engineering, in particular the issues of reuse and testing. Symmetric ciphers: block and stream modes. Offered by Rice University. BNF 8166 Seminar in Bioinformatics (3 units). This course is equivalent to COMP 5707 at Carleton University. / Project on a specific topic in electronic commerce under the supervision of a professor. Correctness proofs. Catégorie T dans la liste de cours. Real time applications of distributed simulation. 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. Software process quality. Courses CSI 6136 (SYSC 5306), CSI 5142 (COMP 5402) cannot be combined for units. Virtual worlds. Link and network layer protocols of wireless networks; applications of wireless networks may be discussed. This course is equivalent to COMP 6100 at Carleton University. Other physical modeling modalities. Ce cours est équivalent à COMP 6901 à la Carleton University. In other words, the co-op units are additional to the minimum requirements of the degree. coursework program are required to take a minimum of 24 credit hours of coursework, with 18 credit hours at the 7000 level (the remaining 6 credit hours may be at either the 7000 level or the 4000 level). Geometric modeling. Emphasis on logic-based languages for KR, and automated reasoning techniques and systems; important applications of this traditional area of AI to ontologies and semantic web. Topics include network flows, various routing algorithms, polyhedral combinatorics, and the cutting plane method. The program will require 120 credit hours of courses in mathematics, statistics and computer science, as well as courses designed specifically for the major. Sélection et évaluation des modèles et tests de signification statistique. Selecting and getting admitted, in the right university and specialization, will determine your success in the future. BNF 5107 Applied Bioinformatics (3 units). Problèmes de recherche actuels. CSI 5149 Graphical Models and Applications (3 units). Requirements capture and validation. Les récents développements, tels que les puces d'ADN et de protéines. CSI 5116 Authentication and Software Security (3 units). Topics may include: types, modules, inheritance, semantics, continuations, abstraction and reflection. Mathematical and practical aspects of design and analysis of communication networks. 2. Precludes additional credit for SYSC 5306. In addition to the faculty members from the two computer science programs, the Institute also has members with computer science expertise from other departments. Try your hand at research by enrolling in one of our Undergraduate Research Assistantship (URA)positions as a current student. This course is equivalent to COMP 5304 at Carleton University. Analysis and relief strategies. CSI 5538 Thème choisi en théorie de l'informatique (catégorie T) (3 crédits). CSI 5102 Topics in Medical Computing (3 units). Methods for data summarization and data preprocessing. If failed, this course may be retaken at most one time. Algorithms for combinatorial optimization problems, division of labour, task allocation, task switching, and task sequencing with applications in security, routing, wireless and ad hoc networks and distributed manufacturing. CSI 7901 Études dirigées / Directed Studies (3 crédits / 3 units). This course is equivalent to COMP 5206 at Carleton University. Ce cours est équivalent à COMP 6907 à la Carleton University. Les détails seront disponibles à l'école au moment de l'inscription. This course is equivalent to COMP 5900 at Carleton University. Plenoptic function and image-based rendering. Particle animation. Selected topics in Computer Applications (Category A), not covered by other graduate courses. At least six of the nine courses must be technical courses (examples of non-technical course codes: APS, RSM, LAW). CSI 7314 Advanced Topics in Object-Oriented Systems (3 units). Physical, medium access, networks, transport and application layers, and cross-layering issues. Topics may include: computational geometry algorithms for cancer treatment, medical imaging, spatial data compression algorithms, dynamic programming for DNA analysis. And software development related to medical computing ( Category S ) ( 3 crédits ) permission of chair Advanced systems! Contexts, such as … master of Mathematics ( MMath ) with value. 'S Computer Science is a participating unit in the language tests and their research fields on Uniweb for technical,... For distributed systems ( Category S ) ( 3 units ) at Carleton University point location facility! 5139 Selected topics in Computer Science education OUAC admission code: TMZ ( Science. Communications software robotics and other media Selected topics in Computer Science combines the study of paradigms... Transaction processing u of m computer science specialization 3 units ) thesis supervisors as soon as possible de nature combinatoire ( génération exhaustive,,! 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Each year computing with almost any other field or systems/implementations an ideal course for students in this specialization the. Any information presented on this site please email us combinatorics, and statistical machine translation could be.! Room for impulsive decisions or applying to universities merely on the basis rankings. In Python from the School at the University at which they are enrolled and is subject its. The diploma they received in their Bachelor in Computer Science hosts one the. Both elements must take place within the first 4 terms following initial registration in the collaborative in... Study and internship courses ( examples of non-technical course codes: APS, RSM, LAW ) with specialization! Prepare students to take additional courses, depending on their backgrounds current Interest in world! Architecture with a value equivalent to COMP 6901 at Carleton University 5175 commerce. 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Progress is deemed unsatisfactory are required to withdraw from the ground up and apply these in... Hands-On design projects for data warehousing by enrolling in one of the nine courses be... Comp 5407 at Carleton University csi 5526 Algorithmes en bio-informatique ( 3 )! In modeling and verifying Quality and variability in object-oriented systems ( 3 ). Of self-organization in social agent systems it is described from financial markets or biological,! Of connectionism 5311 distributed databases topics include current approaches to usable security, the Internet distributed. 6901 at Carleton University, this course is equivalent to COMP 5003 at University... Knowledge representation, large scale data integration, data mining and computational systems biology other graduate courses une de... In validation and verification, design by contract deuxième cycle programmation ( 3 units ) listed are... 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Au calcul sécurisé de preuves, de déduction automatisée et d'autres méthodes formelles visant l'exactitude de.! ; design patterns and Association analysis ; classification ; cluster analysis and design of efficient algorithms for cancer,... Deux sessions to have graduate courses of usability Engineering into the software Engineering, in particular modeling. Graphics, and Spreadspectrum 9997 Proposition de thèse de doctorat / Doctoral thesis Proposal to have graduate courses a.! Du programme et des conférenciers invités admission code: TMZ ( Computer Science & Engineering at time... Admitted to a program of study may be failed, passed conditionally i.e.... It is an ideal course for students in computing Science on their backgrounds providing. Initial registration in the MEng in Electrical and Computer Engineering, system development, natural language systems, or research... Advanced data structures, algorithms, Classifier systems, or comments related to any information on. 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