CS 275B: Music Query, Analysis, and Style Simulation (MUSIC 254)
Leveraging off three synchronized sets of symbolic data resources for notation and analysis, the lab portion introduces students to the open-source Humdrum Toolkit for music representation and analysis. Issues of data content and quality as well as methods of information retrieval, visualization, and summarization are considered in class. Grading based primarily on student projects. Prerequisite: 253 or consent of instructor.
Terms: Spr
| Units: 2-4
Instructors:
Sapp, C. (PI)
;
Selfridge-Field, E. (PI)
CS 276: Information Retrieval and Web Search (LINGUIST 286)
Text information retrieval systems; efficient text indexing; Boolean, vector space, and probabilistic retrieval models; ranking and rank aggregation; evaluating IR systems. Text clustering and classification: classification algorithms, latent semantic indexing, taxonomy induction; Web search engines including crawling and indexing, link-based algorithms, and web metadata. Prerequisites:
CS 107,
CS 109,
CS 161.
Terms: Spr
| Units: 3
Instructors:
Manning, C. (PI)
;
Nayak, P. (PI)
;
Bhatnagar, P. (TA)
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Instructors:
Manning, C. (PI)
;
Nayak, P. (PI)
;
Bhatnagar, P. (TA)
;
Desai, N. (TA)
;
Gupta, S. (TA)
;
Han, J. (TA)
;
Huang, J. (TA)
;
Pasupat, P. (TA)
CS 277: Experimental Haptics
Computer haptics is the discipline of synthesizing touch feedback in simulated or virtual environments. Course objective is to study and develop computational methods for generating force feedback through haptic interfaces. Theoretical topics: haptic rendering in 3-D virtual environments, simulation of haptic interaction with rigid and deformable objects, haptic interfaces, psychophysics of touch. Applied topics: CHAI3D haptic library, implementation of algorithms for haptic rendering, collision detection, and deformable body simulation. Guest speakers; Lab/programming exercises; open-ended final project. Enrollment limited to 20. Prerequisite: experience with C++. Recommended: 148 or 248, 223A.
Last offered: Spring 2014
CS 279: Computational Biology: Structure and Organization of Biomolecules and Cells (BIOE 279, BIOMEDIN 279, BIOPHYS 279, CME 279)
Computational approaches to understanding the three-dimensional spatial organization of biological systems and how that organization evolves over time. The course will cover cutting-edge research in both physics-based simulations and computational analysis of experimental data, at scales ranging from individual molecules to multiple cells. Prerequisites: elementary programming background (106A or equivalent) and an introductory course in biology or biochemistry.
Terms: Aut
| Units: 3
Instructors:
Dror, R. (PI)
;
Jung, Q. (TA)
CS 294A: Research Project in Artificial Intelligence
Student teams under faculty supervision work on research and implementation of a large project in AI. State-of-the-art methods related to the problem domain. Prerequisites: AI course from 220 series, and consent of instructor.
Last offered: Winter 2012
| Repeatable
for credit
CS 294H: Research Project in Human-Computer Interaction
Student teams under faculty supervision work on research and implementationnof a large project in HCI. State-of-the-art methods related to the problemndomain. Prerequisites
CS 377, 147, 247, or permission from instructor.
Last offered: Winter 2010
CS 294S: Research Project in Software Systems and Security
Topics vary. Focus is on emerging research themes such as programmable open mobile Internet that spans multiple system topics such as human-computer interaction, programming systems, operating systems, networking, and security. May be repeated for credit. Prerequisites:
CS 103 and 107.
Terms: Spr
| Units: 3
| Repeatable
for credit
CS 295: Software Engineering
Software specification, testing, and verification. Emphasis is on current best practices and technology for developing reliable software at reasonable cost. Assignments focus on applying these techniques to realistic software systems. Prerequisites: 108. Recommended a project course such as 140, 143, or 145.
Last offered: Spring 2011
CS 300: Departmental Lecture Series
Priority given to first-year Computer Science Ph.D. students. CS Masters students admitted if space is available. Presentations by members of the department faculty, each describing informally his or her current research interests and views of computer science as a whole.
Terms: Aut
| Units: 1
Instructors:
Dill, D. (PI)
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