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Industrial and Systems Engineering (ISE)
- https://ise.usc.edu
- D class assignments available; URL: https://ise.usc.edu/current-students/.
- D class assignments for undergraduates available in GER-247; Phone: (213) 740-4893.
- D class assignments for undergraduates and on-campus graduate students available online or by phone call.
Techniques for modeling uncertainty: discrete and continuous random variables, probability distributions, expectations and conditional probability; Poisson processes, Markov chains and queuing decision models.
- Prerequisite: MATH 126
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31601D | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 16 of 35 | Yalda Khashe | DMC156 |
Sampling distributions; confidence intervals and hypothesis testing; analysis of variance; regression; data aggregation; prediction and classification.
- Prerequisite: ISE 220
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31602D | 001 | Lecture | 10:00-11:50am | Tue, Thu | 35 of 36 | Yalda Khashe | DMC101 |
Managing a project intended to create an engineered system. Methods, processes, tools. Lessons-learned from actual practice. Case studies from real projects. Presentations by student teams.
- Prerequisite: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31620D | 001 | Lecture-Lab | 2:00-3:50pm | Mon, Wed | 21 of 35 | Neil Siegel | GFS207 | PDF (328840 KB) |
Modeling, solution analysis and applications of complex decision problems using linear, dynamic and integer optimization.
- Prerequisite: MATH 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31609D | 001 | Lecture | 2:00-3:50pm | Mon, Wed | 31 of 50 | John Carlsson | KDC235 |
Methodology to store, organize, cleanse, harmonize and stage enterprise data for analytics. Report, visualize, slice and dice, forecast and predict trends.
- Prerequisite: 1 from (ITP 249 or ITP 320 or DSCI 351)
- Crosslist: This course is offered by the ITP department but may qualify for major credit in ISE. To register, enroll in ITP 349.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
32058R | 001 | Lecture | 6:30-8:20pm | Mon, Wed | 81 of 300 | Mike Lee | THH102 | PDF (706561 KB) |
Systems as complex collaborative ensembles of interconnected components. Theory and practice of requirements, design, implementation, testing, deployment, operation and disposal. Case studies from real projects.
- Prerequisite: ISE 225
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31540D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | 24 of 30 | Neil Siegel | VHE210 | PDF (286742 KB) |
Analysis of the complex interplay of technical, social, psychological, and environmental factors to address real-world sustainability challenges.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31689R | 001 | Lecture | 10:00-11:50am | Tue, Thu | 0 of 25 | Edward Maby, Julie Albright | MHPB7B | PDF (299030 KB) |
Role of humans in technological systems; human-systems integration; ergonomics; anthropometry and workstation design; work methods and measurement; human error, safety and accident analysis.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31607D | 001 | Lecture | 4:00-5:50pm | Tue, Thu | 20 of 35 | Yalda Khashe | DMC258 | ||
31637R | 001 | Lab | 5:00-7:20pm | Wednesday | 20 of 35 | SAL126 |
Data models for industry applications. Modeling and designing robust databases. Implementing and querying databases with SQL. Innovations in database applications.
- Note: Register for lecture and one discussion
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31608D | 001 | Lecture | 10:00-11:50am | Mon, Wed | 19 of 35 | Nitin Kale | DMC260 | PDF (284017 KB) | |
31639R | 001 | Discussion | 9:00-10:20am | Friday | 19 of 30 | Nitin Kale | VHE210 |
Production, resource and service planning, forecasting, scheduling, vendor and location selection, inventory; integrated decision systems for the control of production, services and supply chains.
- Prerequisite: ISE 330
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31610D | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 26 of 35 | Niloufar Izadinia | WPH103 |
Modeling of complex discrete event systems, input and output analysis, system evaluation via experimentation on the simulation model, applications to industrial and systems engineering problems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31613D | 001 | Lecture | 10:00-11:50am | Tue, Thu | 26 of 36 | Kurt Palmer | WPH103 | ||
31633R | 001 | Lab | 1:00-1:50pm | Thursday | 26 of 36 | Kurt Palmer | SAL126 |
Design, modeling and analysis of complex systems, challenges they present and methods for resolving those challenges. Impact of technology on work and organizational design.
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31573D | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 21 of 35 | Yalda Khashe | DMC201 |
Principles of economic analysis and decision analysis for engineering systems, including applications in financing, developing and comparing new technologies.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31615D | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 1 of 75 | Randolph Hall | OHE136 | PDF (155603 KB) | |
31645R | 001 | Discussion | 12:00-12:50pm | Friday | 1 of 51 | Randolph Hall | OHE100C | ||
31675D | 014 | Lecture | 12:00-1:50pm | Tue, Thu | 0 of 20 | Randolph Hall | DEN@Viterbi | PDF (155603 KB) | |
31685D | 014 | Discussion | 12:00-12:50pm | Friday | 0 of 20 | Randolph Hall | DEN@Viterbi |
Investigate client organization operations, evaluate alternative designs to meet client needs, complete preliminary design review.
- Prerequisite: ISE 225 and ISE 382
- Restriction: Registration open to the following major(s): Industrial and Systems Engineering
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31636D | 001 | Lecture | 9:00-11:50am | Friday | 14 of 25 | Paul Lu,Theodore Mayeshiba,Melissa Price | VHE214 |
Develop the detailed design including countermeasures for risks, complete critical design review, implement the project plan, close-out the project.
- Prerequisite: ISE 315 and ISE 370 and ISE 435 and ISE 495A
- Restriction: Registration open to the following major(s): Industrial and Systems Engineering
- Restriction: Registration open to the following class level(s): Junior, Senior
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31619D | 001 | Lecture | 9:00-11:50am | Friday | 24 of 50 | Paul Lu,Theodore Mayeshiba,Melissa Price | SSL202 |
Framing engineering management situations with statistical methods. Experiments, distributions, regression, ANOVA, hypothesis, introduction to Bayesian analysis.
- Restriction: Registration open to the following class level(s): Master Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31500D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 7 of 40 | Ragheb Raad | RTH115 | ||
31700D | 034 | Lecture | 4:00-5:50pm | Tue, Thu | 8 of 15 | Ragheb Raad | DEN@Viterbi |
A logic-based framework for conceptual design, including systematic concept generation and improvement, in innovative product developments.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31501D | 048 | Lecture | 5:00-8:20pm | Tuesday | 32 of 40 | Chu-Yi Wang | RTH217 | ||
31798D | 034 | Lecture | 5:00-8:20pm | Tuesday | 16 of 30 | Chu-Yi Wang | DEN@Viterbi |
Fundamental accounting principles, financial analysis and financial control, strategic management and a review of alternative project delivery methods.
- Crosslist: This course is offered by the CE department but may qualify for major credit in ISE. To register, enroll in CE 502.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
29788R | 048 | Lecture | 3:30-6:50pm | Monday | 7 of 48 | Ed Reynolds | LVL16 |
Case-study approach to learning descriptive and predictive data analytical tools for health data. Derive inspiring solutions to real-world problems in various health domain applications.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31724D | 048 | Lecture | 3:00-6:50pm | Thursday | 2 of 30 | Abigail Horn | DMC260 | PDF (514092 KB) |
Study of various aspects of integrated manufacturing and service enterprises including management, design and production functions, interfaces and related resources and information systems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31522D | 048 | Lecture | 4:00-7:50pm | Friday | 8 of 30 | Theodore Mayeshiba | OHE120 | PDF (1081588 MB) | |
31722D | 034 | Lecture | 4:00-7:50pm | Friday | 7 of 30 | Theodore Mayeshiba | DEN@Viterbi | PDF (1081588 MB) |
Application of performance and efficiency tools to streamline hospital operations. Group projects collaborating with hospital staff.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31509D | 048 | Lecture | 6:00-9:20pm | Wednesday | 9 of 25 | David Belson,Irwin Umali | OHE100C | PDF (147257 KB) | |
31726D | 034 | Lecture | 6:00-9:20pm | Wednesday | 2 of 15 | David Belson,Irwin Umali | DEN@Viterbi | PDF (147257 KB) |
Practice in inventory management, computerized procedures, materials requirements planning. Deterministic and stochastic demand systems with static/dynamic models.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31513D | 048 | Lecture | 10:00-11:50am | Tue, Thu | 20 of 45 | Niloufar Izadinia | OHE100B | ||
31713D | 034 | Lecture | 10:00-11:50am | Tue, Thu | 3 of 16 | Niloufar Izadinia | DEN@Viterbi |
Dependencies among long, intermediate and short-range planning and scheduling of production systems considering objectives, technological constraints and solution algorithms.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31510D | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 4 of 45 | Shalini Gupta | OHE100C | ||
31706D | 034 | Lecture | 2:00-3:50pm | Tue, Thu | 2 of 15 | Shalini Gupta | DEN@Viterbi |
Methods, processes and tools for managing projects to create engineered systems. Project management; engineering economics; risk management. Industry-drawn large-scale engineering case studies. Team project presentations.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31505D | 048 | Lecture | 4:00-7:50pm | Wednesday | 3 of 30 | Alex Azmi | OHE100D | PDF (312973 KB) | |
31515D | 048 | Lecture | 4:00-7:50pm | Tuesday | 18 of 30 | Herag Haleblian | WPHB28 | PDF (229866 KB) | |
31705D | 034 | Lecture | 4:00-7:50pm | Wednesday | 15 of 40 | Alex Azmi | DEN@Viterbi | PDF (312973 KB) | |
31715D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 11 of 30 | Herag Haleblian | KAP145 | PDF (230049 KB) |
Planning data collection to investigate relationships between product/process design choices (materials, temperatures, etc.) and performance, empirical modeling to predict performance, identification of best design choices.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31525D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 4 of 28 | Kurt Palmer | RTH105 | ||
31725D | 034 | Lecture | 4:00-5:50pm | Tue, Thu | 4 of 15 | Kurt Palmer | DEN@Viterbi |
Principles of quality management, quality philosophies and frameworks, role of leadership and strategic planning to improve quality, process management, measurements to improve quality and performance.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31527D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 11 of 35 | Thomas Booth | OHE100B | Word (31215 KB) | |
31727D | 034 | Lecture | 10:00-11:50am | Mon, Wed | 8 of 25 | Thomas Booth | DEN@Viterbi | Word (31215 KB) |
Supervised learning. Linear regression, cross validation, ridge and lasso regression, logistic regression, k-nearest-neighbors, decision trees, random forest and gradient-boosting models, support vector machines, neural networks.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31546D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 11 of 40 | Maryam Pishgar | OHE100D | PDF (209631 KB) | |
31729D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 6 of 30 | Tao Ma | DMC203 | PDF (145339 KB) | |
31731D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 6 of 65 | Tao Ma | THH208 | PDF (145300 KB) | |
31746D | 034 | Lecture | 12:00-1:50pm | Mon, Wed | 4 of 20 | Maryam Pishgar | DEN@Viterbi | PDF (209631 KB) |
Fundamentals of Linear Programming, Integer Programming, quadratic and nonlinear programming for analytics and data science problems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31531D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 30 of 60 | Niloufar Izadinia | DMC156 | PDF (426891 KB) |
Consulting project concepts, frameworks, analytical tools and managerial skills with a focus on the use of data analytics, design thinking and insight-driven frameworks.
- Prerequisite: ISE 529
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31549D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 36 of 36 | Maryam Pishgar | KAP145 | ||
31596D | 048 | Lecture | 4:00-7:20pm | Monday | 28 of 60 | Saeed Mohasseb | GFS101 |
Data preprocessing, data cleaning, data summarization, dimension reduction, data visualization, anomaly detection, classification and clustering. Modeling dependencies using association rules.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31542D | 048 | Lecture | 2:00-3:50pm | Tue, Thu | 45 of 45 | Bruce Wilcox | LVL17 | PDF (307925 KB) | |
31598D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 10 of 35 | Tao Ma | KAP148 | PDF (136975 KB) |
Modern portfolio theory and optimal decision-making problems in finance. Market microstructure and high-frequency trading. Machine learning models for quantitative finance.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31750D | 048 | Lecture | 2:00-3:50pm | Mon, Wed | 18 of 80 | George Papavassilopoulos | SOSB46 | Word (35437 KB) |
Methods and algorithms for automated text analysis; machine learning; predictive web data analytics; information retrieval; social media data; natural language documents and graphs.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31799D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 13 of 72 | Maryam Pishgar | THH208 | Word (38395 KB) |
Overview of data management and analytical techniques used in corporate environments and their practical implementation using state-of-the-art Business Intelligence software.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31743D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 90 of 100 | Bruce Wilcox | THH301 | PDF (272469 KB) |
Design and management of engineering teams. Group decision-making, motivation, leadership, infrastructure requirements, performance measurement, team diversity, conflict and integration.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31504D | 048 | Lecture | 6:00-9:40pm | Monday | 35 of 35 | Alex Azmi | RTH115 | PDF (407179 KB) | |
31544D | 048 | Lecture | 4:00-7:50pm | Thursday | 10 of 35 | Ali Nowroozi | THH118 | ||
31704D | 034 | Lecture | 6:00-9:40pm | Monday | 9 of 25 | Alex Azmi | DEN@Viterbi | PDF (407179 KB) |
Introduction to technologies and disciplines used to collect, integrate, clean and otherwise prepare data into a well-structured, controlled, documented and understood analytic-ready dataset.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31558D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 19 of 26 | Carl Kesselman | OHE120 | ||
31755D | 034 | Lecture | 12:00-1:50pm | Mon, Wed | 0 of 20 | Carl Kesselman | DEN@Viterbi | ||
31758D | 048 | Lecture | 5:00-6:50pm | Mon, Wed | 70 of 140 | Bruce Wilcox | GFS106 | PDF (344465 KB) |
Explores fundamental techniques such as recursion, Fourier transform ordering, dynamic programming for efficient algorithm construction. Examples include arithmetic, algebraic, graph, pattern matching, sorting, searching algorithms.
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 570.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30177D | 048 | Lecture | 5:00-7:20pm | Tuesday | 28 of 120 | Mate Szabo | SGM101 | ||
30090R | 048 | Discussion | 7:30-8:20pm | Tuesday | 28 of 120 | THH102 | |||
29917R | 048 | Quiz | 6:00-7:50pm | Friday | 28 of 120 | OFFICE | |||
30395D | 048 | Lecture | 5:00-7:20pm | Wednesday | 8 of 100 | Mate Szabo | SLH200 | ||
30089R | 048 | Discussion | 7:30-8:20pm | Wednesday | 8 of 100 | SLH200 | |||
30227R | 048 | Quiz | 6:00-7:50pm | Friday | 8 of 100 | OFFICE | |||
30198D | 048 | Lecture | 2:00-4:20pm | Friday | 121 of 130 | Shahriar Shamsian | SGM123 | ||
30290R | 048 | Discussion | 4:30-5:20pm | Friday | 121 of 130 | SGM123 | |||
30291R | 048 | Quiz | 6:00-7:50pm | Friday | 121 of 130 | OFFICE | |||
30099D | 034 | Lecture | 2:00-4:20pm | Friday | 41 of 50 | Shahriar Shamsian | DEN@Viterbi | ||
29952R | 034 | Discussion | 4:30-5:20pm | Friday | 41 of 50 | DEN@Viterbi | |||
29953R | 034 | Quiz | 6:00-7:50pm | Friday | 41 of 50 | DEN@Viterbi | |||
29913D | 048 | Lecture | 5:00-7:20pm | Thursday | 120 of 120 | Shahriar Shamsian | SGM101 | ||
29916R | 048 | Discussion | 7:30-8:20pm | Thursday | 120 of 120 | THH102 | |||
30087R | 048 | Quiz | 6:00-7:50pm | Friday | 120 of 120 | OFFICE |
Economic evaluations of engineering systems for both government and private industry; quantitative techniques for evaluating non-monetary consequences; formal treatment of risk and uncertainty.
- Prerequisite: ISE 500
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31561D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 44 of 45 | Shalini Gupta | OHE100B | ||
31565D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 34 of 37 | Shalini Gupta | DMC203 | ||
31761D | 034 | Lecture | 12:00-1:50pm | Tue, Thu | 10 of 15 | Shalini Gupta | DEN@Viterbi |
Decisions under uncertainty; utility theory; multiattribute utility; probability elicitation; conjugate distributions; decision analysis applications, framing, modeling using spreadsheets or software; cognitive biases, behavioral decision theory.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31548D | 048 | Lecture | 2:00-5:50pm | Wednesday | 3 of 30 | Jeffrey Smith | DMC256 | ||
31562D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 6 of 30 | Ali Abbas | RTH105 | PDF (289981 KB) | |
31762D | 034 | Lecture | 4:00-5:50pm | Mon, Wed | 5 of 35 | Ali Abbas | DEN@Viterbi | PDF (289981 KB) |
Concepts underlying the economic analysis of engineering projects; applications to call and put options; utility theory and mathematical optimizations models; simulation.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31563D | 048 | Lecture | 6:00-9:40pm | Monday | 36 of 68 | Gordon Delianedis | OHE100B | ||
31763D | 034 | Lecture | 6:00-9:40pm | Monday | 0 of 20 | Gordon Delianedis | DEN@Viterbi |
Statistical methods for building intelligent and adaptive systems that improve performance from experiences; Focus on theoretical understanding of these methods and their computational implications. Recommended preparation: Undergraduate level training or coursework in linear algebra, multivariate calculus, basic probability and statistics; an undergraduate level course in Artificial Intelligence may be helpful but is not required.
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 567.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
30079R | 048 | Lecture | 1:00-3:20pm | Friday | 114 of 190 | Haipeng Luo | SGM124 | ||
30081R | 048 | Discussion | 3:30-4:20pm | Friday | 114 of 190 | SGM124 | |||
30265R | 048 | Quiz | TBA | TBA | 114 of 190 | OFFICE | |||
30213D | 034 | Lecture | 1:00-3:20pm | Friday | 14 of 30 | Haipeng Luo | DEN@Viterbi | ||
30264R | 034 | Discussion | 3:30-4:20pm | Friday | 14 of 30 | DEN@Viterbi | |||
30266R | 034 | Quiz | TBA | TBA | 14 of 30 | DEN@Viterbi |
Introduction to modeling and analysis of stochastic systems, with an emphasis on discrete-event simulation of non-Markovian systems.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31580D | 048 | Lecture | 2:00-5:40pm | Monday | 34 of 40 | Hamid Chabok | OHE100B | ||
31780D | 034 | Lecture | 2:00-5:40pm | Monday | 1 of 30 | Hamid Chabok | DEN@Viterbi |
The role enterprise resource planning systems (ERPs) play in organization; integrating and coordinating the many business processes such as demand planning, procurement, production and sales.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31503D | 048 | Lecture | 10:00-11:50am | Tue, Thu | 56 of 56 | Nitin Kale | OHE100D | PDF (348870 KB) | |
31588D | 048 | Lecture | 8:00-9:50am | Tue, Thu | 52 of 60 | Mike Lee | THH116 | PDF (327140 KB) | |
31703D | 034 | Lecture | 10:00-11:50am | Tue, Thu | 1 of 10 | Nitin Kale | DEN@Viterbi |
Examine principles, strategies, practices and case studies where new technology and innovation are transforming the traditional business paradigms to identify best practices in real-world implementation.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31585D | 048 | Lecture | 1:00-4:50pm | Friday | 24 of 40 | Paul Lu | RTH217 | ||
31785D | 034 | Lecture | 1:00-4:50pm | Friday | 11 of 15 | Paul Lu | DEN@Viterbi |
Research leading to the master's degree; maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31590D | 048 | Lecture | TBA | TBA | 5 of 20 | Maged Dessouky | OFFICE |
Course content will be selected each semester to reflect current trends and developments in the field of industrial and systems engineering.
Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|---|
Lean & Information Systems to Improve Healthcare | ||||||||||
31519D | 048 | 4.0 | Lecture | 6:00-9:40pm | Monday | 2 of 25 | Christian Abou jaoude | GFS223 | Word (71474 KB) | |
Process Mining and Integrations with Deep Learning | ||||||||||
31578D | 048 | 4.0 | Lecture | 6:00-7:50pm | Mon, Wed | 17 of 45 | Maryam Pishgar | THH208 | Word (58738 KB) | |
Engineering Management of Systems Integration | ||||||||||
31579D | 048 | 4.0 | Lecture | 2:00-5:50pm | Thursday | 7 of 40 | Paul Lu | RTH217 | Word (168183 KB) | |
Research Methods for Doctoral Students | ||||||||||
31688D | 048 | 2.0 | Lecture | 10:00-11:50am | Tuesday | 5 of 22 | Randolph Hall | GER206 | PDF (119876 KB) | |
Temporal and Spatial Data Analytics | ||||||||||
31690D | 048 | 4.0 | Lecture | 12:00-1:50pm | Mon, Wed | 5 of 30 | Tao Ma | THH119 | PDF (145993 KB) |
Methodologies of planning, conducting, analyzing and interpreting controlled physical or computational experiments for causal inference with broad data science and engineering applications.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31612D | 048 | Lecture | 12:00-1:50pm | Tue, Thu | 7 of 22 | Qiang Huang | GER206 |
Use of analytics to address societal challenges arising in public health, social services and conservation; fairness, interpretability, robustness, optimization, machine learning and causal inference.
- Prerequisite: 1 from (ISE 630 or ISE 631) and 1 from (ISE 529 or ISE 530 or ISE 533 or CSCI 467 or CSCI 567 or EE 559)
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
---|---|---|---|---|---|---|---|---|---|
31625D | 048 | Lecture | 2:00-5:50pm | Thursday | 2 of 26 | Phebe Vayanos | SOSB41 | Word (96140 KB) |
Convex sets, convex functions, structures of optimization problems, Lagrangian and conjugate duality. First and second order optimality conditions; applications in engineering and statistics.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31631D | 048 | Lecture | 12:00-1:50pm | Mon, Wed | 10 of 30 | Johannes Royset | DMC200 |
Combinatorial optimization, particularly graph problems. Shortest paths, max flow, minimum cost flows, Spanning trees, matroids, submodular functions. Bipartite and general matchings, Polyhedral combinatorics, total unimodularity.
- Prerequisite: ISE 536
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31534D | 048 | Lecture | 4:00-5:50pm | Mon, Wed | 5 of 30 | John Carlsson | ZHS360 |
Current research, guest speakers in the field; review papers; guidance in preparing research proposals and special projects. Duplicates credit in the former ISE-650abc. Open only to Fifth Year Seniors and Master’s Students.
- Restriction: Registration open to the following class level(s): Senior (fifth year), Master Student, Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31694D | 048 | Lecture | 3:30-4:50pm | Tuesday | 10 of 22 | Qiang Huang | GER206 |
Rational decision making; value and utility functions; distribution theory; invariance relations; copulas; value of information and control; multiattribute utility; decision and game theory; behavioral research.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31741D | 048 | Lecture | 2:00-5:50pm | Wednesday | 12 of 22 | Detlof Von Winterfeldt | DMC207 |
Fundamental techniques for design and analysis of algorithms. Dynamic programming; network flows; theory of NP-completeness; linear programming; approximation, randomized, and online algorithms; basic cryptography. Prerequisite: CSCI 570. Recommended preparation: familiarity with algorithms and discrete mathematics. Open only to doctoral students.
- Prerequisite: CSCI 570
- Restriction: Registration open to the following class level(s): Doctoral Student
- Crosslist: This course is offered by the CSCI department but may qualify for major credit in ISE. To register, enroll in CSCI 670.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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30313D | 048 | Lecture | 10:00-11:50am | Mon, Wed | 24 of 154 | David Kempe | MHP101 |
Credit on acceptance of Dissertation.
- Restriction: Registration open to the following class level(s): Doctoral Student
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31791D | 048 | Lecture | TBA | TBA | 1 of 10 | OFFICE |