Event Calendar
Past Event
NUTC Seminar: "Contemporary Issues in Transportation Data Analytics"- Dr. Fred Mannering
Northwestern University Transportation Center
4:00 PM
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Chambers Hall
Details

Abstract:
This talk discusses five data analytic issues that are often misunderstood or overlooked completely in data analysis: unobserved heterogeneity, data size and prediction/causality trade-offs, selectivity/identification, temporally shifting model parameters, and compensating user behaviors. The nuances of these issues are discussed in the context of contemporary data-analytic methods including traditional statistical methods (standard regression-based approaches), advanced statistical methods (such as models that account for unobserved heterogeneity), data-driven methods (machine learning, neural networks, and so on) and causal-inference models (commonly used in the economics literature). In transportation contexts, commonly used data can be afflicted with one or more of the aforementioned issues. For example, in the safety field, analytic methods have been applied mostly using data from observed crashes, but this can create a selectivity/identification problem because individuals that are inherently riskier may be over-represented in the data, creating a selectivity/identification problem (a problem can also afflict non-traditional data such as those extracted from video analytics and instrumented vehicles). This selectivity/identification problem, and additional complications resulting from unobserved heterogeneity, temporal behavioral shifts and possible compensating behaviors, often require that analysts consider the size of the data (which can often influence the selection of analysis method), and the tradeoff between predictive capability (dominated by data-driven methods) and the ability to uncover the underlying causal nature the process being studied (dominated by statistical and econometric methods). Regrettably, the selection of the data-analysis method is often made without full consideration of this tradeoff, even though there are potentially important implications for the development of effective transportation policies. This talk concludes with a discussion of the various elements involved in this tradeoff with regard to specific methodological alternatives.
Bio:
Dr. Fred Mannering is the Executive Director of the Center for Urban Transportation Research and a Professor in the Department of Civil and Environmental Engineering at the University of South Florida. He was previously the Charles Pankow Professor of Civil Engineering at Purdue University, Head of Civil Engineering at Purdue, Professor and Chair of Civil and Environmental Engineering at the University of Washington and an Assistant Professor at the Pennsylvania State University. He received his undergraduate degree from the University of Saskatchewan, masters from Purdue University, and PhD from the Massachusetts Institute of Technology. His body of work has been cited over 30,000 times in Google Scholar, over 13,000 times in the Web-of-Science core collection database, and over 17,000 times in Scopus. Dr. Mannering has published over 160 refereed journal articles, two widely adopted textbooks, over sixty other publications (conference proceedings, project reports, book reviews and commentaries), and has given over 150 invited lectures, keynote speeches, and presentations at professional conferences.
He is Founding Editor and currently Editor-in-Chief of Elsevier Science’s Analytic Methods in Accident Research (2021 Web-of-Science Journal Impact Factor 14.556) and was previously Editor-in-Chief of Elsevier Science’s Transportation Research Part B: Methodological. Some of his awards and recognitions include: Web-of-Science Highly Cited Researcher (2019, 2020, 2021); Council of University Transportation Centers Lifetime Achievement Award (2021); most highly-cited author (highest total citations and citations per paper) in the 50-year history of the journal Accident Analysis and Prevention (2020); Eno Foundation’s “Top 10 Transportation Thought Leaders in Academia” (2016); Charles B. Murphy Outstanding Undergraduate Teaching Award (Purdue University's highest undergraduate teaching honor, 2013); induction into Purdue University’s “Book of Great Teachers” (2013); and the Arthur M. Wellington Prize (2010), James Laurie Prize (2009), and Wilbur S. Smith Award (2005) all awarded by the American Society of Civil Engineers.
Time
Thursday, November 3, 2022 at 4:00 PM - 5:00 PM
Location
Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series | "Uncertainty in the Vulnerability of Metro Transit Networks: A Global Perspective - Nazanin Tajik, Mississippi State University
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Room, Chambers Hall
Details
Nazanin Morshedlou (Tajik), Ph.D., is an Assistant Professor in the Department of Industrial and Systems Engineering at Mississippi State University. She received her B.S. from the Sharif University of Technology, her M.S. from the University of Tehran, and her Ph.D. from the University of Oklahoma (OU). At OU, she was a graduate research assistant in the Risk-Based Systems Analytics Laboratory.
At MSU, she has established a cross-disciplinary, inter-university research center that integrates Artificial Intelligence (AI) tools, Machine Learning (ML), and Social Science (SS) concepts. Her goal is to form a problem-solving framework applicable to a wide variety of research thrusts, from cyber-physical-social infrastructure resilience to search and rescue planning, and from smart transportation to game-theoretic robotic designs.
Her publications have appeared in journals as Transportation Research Part B, IEEE Systems, International Journal of Production Economics, and Journal of Infrastructure Systems. She is a member of the Institute for Operations Research and Management Science (INFORMS), Institute of Industrial and Systems Engineering (ISE), Production and Operations Management Society (POMS).
Time
Thursday, May 1, 2025 at 4:00 PM - 5:00 PM
Location
Ruan Conference Room, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
Industry Technical Workshop: "How AI is Moving Freight"
Northwestern University Transportation Center
2:00 PM
Details

Six early-stage AI companies — Augment, Fleetworks, GenLogs, HappyRobot, Qued and Vooma —are coming together with the Northwestern University Transportation Center at the Spring 2025 Industry Technical Workshop to show “how AI is moving freight.”
The Workshop will explore the growing role and potential of AI in automating communication, streamlining workflows, and improving overall efficiency in logistics management. The panelists will discuss actual applications of how AI-powered automation is improving task efficiency, reducing operational costs, enhancing service reliability, and potentially reshaping the industry.
Workshop Agenda
WEDNESDAY, MAY 7, 2025
2:00 PM Welcome / Opening Remarks
Hani Mahmassani | Director | NUTC
Bret Johnson | Sr. Associate Director | NUTC
2:10 PM Presentations
Harish Abbott, Founder, Augment LLC
Jesse Buckingham, Co-Founder, Vooma
Kris Forrest, Head of Sales, GenLogs
Prasad Gollapalli, CEO and Chairman, Qued
Pablo Palafox, Co-founder & CEO, HappyRobot Inc.
Paul Singer, Co-founder & CEO, FleetWorks
3:15 PM Networking Break
3:45 PM Panel Discussion
Moderator - John Larkin, Strategic Advisor & Chair of Advisory Board, Clarendo Capital LLC
4:45 PM End of Program
Time
Wednesday, May 7, 2025 at 2:00 PM - 4:45 PM
Location
Contact
Calendar
Northwestern University Transportation Center
43rd Annual William A. Patterson Transportation Lecture: Dr. Ricaurte Vásquez Morales, Panama Canal Authority Administrator
Northwestern University Transportation Center
7:30 PM
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Auditorium, Walter Athletics Center
Details

Bio:
Ricaurte Vásquez Morales was appointed Administrator of the Panama Canal Authority for a seven-year period starting September 2019.
Dr. Vásquez is a Panamanian economist with an extensive and successful professional career of 50 years in the government sector and in private companies in financial, economic and administrative management.
Within the public administration he has held prominent positions such as: Minister of Finance and Treasury, Minister of Planning and Economic Policy as well as of Economy and Finance in 2004. He was the first non-US Chief Financial Officer for the Panama Canal and later Deputy Administrator and President of the Board of Directors. In the private sector, his experience covers banking at Chase Manhattan Bank, mining development with Rio Tinto Zinc in the development of the Cerro Colorado copper project. More recently at General Electric with regional responsibilities and covering Gas-to-Power initiatives in Latin America, retiring in 2015 to carry out his professional practice with SIGMA Management Advisors Corp.
Ricaurte Vásquez holds a Ph. D. and M.S. from Rensselaer Polytechnic, a M.E. from North Carolina State University and a B.S. from Villanova University. He has been a professor of Economics and Finance in Panama and abroad. His professional experience is complemented as a university professor of Economics at Florida State University, at its headquarters in Panama
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The Annual William A. Patterson Distinguished Transportation Lecture is named for William A. "Pat" Patterson. In 1980, the NUTC established the Lecture as an integral part of the Patterson Endowment. It has since become an annual highlight at Northwestern University, drawing influential speakers from all facets of the transportation industry.
William A. "Pat" Patterson was a central figure in the United States air transport industry for more than four decades. He served as president and chairman of United Airlines from 1934 until his retirement in 1966. He was a life trustee of Northwestern University and was instrumental in the establishment and strategic leadership of the Transportation Center.
Time
Wednesday, May 7, 2025 at 7:30 PM - 9:00 PM
Location
Auditorium, Walter Athletics Center Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series | "A Mega Project: Road/Bridge from Finland to Sweden" - Antti Talvitie
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Room, Chambers Hall
Details
Abstract
TBD
Bio
Mr. Talvitie is a transportation consultant and certified psychoanalyst. He resides in Chicago, IL, USA. He is Professor (Emeritus) at Aalto University, Finland. Previously, Mr. Talvitie was a Senior Transport Specialist at the World Bank, served as Director of Highway Construction and Maintenance in the Finnish Road Administration, and was Professor and Chairman of the Department of Civil Engineering at the State University of New York at Buffalo (SUNY-Buffalo). Mr. Talvitie graduated from Aalto University, Espoo, Finland. He has an MSc and Ph.D. in Civil Engineering from Northwestern University, Evanston, IL. He is a Certified Psychoanalyst (Boston Graduate School of Psychoanalysis).
Time
Thursday, May 15, 2025 at 4:00 PM - 5:00 PM
Location
Ruan Conference Room, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series | "Recent Advances in Transit Operations Analysis" - Nigel Wilson, MIT
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Room, Chambers Hall
Details
Abstract
For the past thirty years, the MIT Transit Lab has been engaged in long-term research collaborations with a range of large urban public transport agencies including London (Transport for London), Boston (MBTA), Chicago (CTA), Washington DC (WMATA), San Juan (PRHTA) and Hong Kong (MTR). Much of this stream of research has focused on the role that automatic data collection systems can play in improving transit performance including tackling fundamental problems such as passenger origin-destination matrix estimation and measuring service reliability, using data from automated fare collection systems and automatic vehicle monitoring systems. This seminar will focus on recent MIT initiatives in transit operations analysis, much of which builds on the earlier work but also includes use of newer data sources and more advanced analysis methods.
Bio
Professor Nigel Wilson, director of the MIT Transit Research Program, has more than 30 years experience dealing with operations, management and planning issues associated with transit systems worldwide. His research and teaching focus on urban public transportation, including topics related to the operation, analysis, planning and management of transit systems. Specific research activities he has directed include using automated data systems to improve planning and operations, workforce planning in the transit industry, short-range transit planning methods, the role of private operators in public transportation and the potential for computers and communication systems to improve the performance of transit systems. During two leaves from MIT, he worked directly in three large transit agencies, the Massachusetts Bay Transportation Authority (1985-86), London Transport (1992-93) and Metro Transit (2008-2009) and has also consulted to a number of other North American transit authorities. Additional information about Professor Wilson can be found on MIT's Civil and Environmental Engineering website.
Time
Thursday, May 22, 2025 at 4:00 PM - 5:00 PM
Location
Ruan Conference Room, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
2024-2025 Commencement Ceremony
University Academic Calendar
All Day
Details
2024-2025 Commencement Ceremony
Time
Sunday, June 15, 2025
Contact
Calendar
University Academic Calendar
Northwestern Engineering PhD Hooding and Master's Degree Recognition Ceremony
McCormick School of Engineering and Applied Science
9:00 AM
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2705 Ashland Ave
Details
McCormick School of Engineering PhD Hooding and Master's Degree Recognition Ceremony. The most up to date information can be found on our graduation webpage.
Time
Monday, June 16, 2025 at 9:00 AM - 11:00 AM
Location
2705 Ashland Ave
Contact
Calendar
McCormick School of Engineering and Applied Science
Northwestern Engineering Undergraduate Convocation
McCormick School of Engineering and Applied Science
2:00 PM
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2705 Ashland Ave
Details
McCormick School of Engineering Undergraduate Convocation. The most up to date information can be found on our graduation webpage.
Time
Monday, June 16, 2025 at 2:00 PM - 4:00 PM
Location
2705 Ashland Ave
Contact
Calendar
McCormick School of Engineering and Applied Science
2025 ITEA Summer School
Northwestern University Transportation Center
All Day
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Ruan Conference Center, Lower Level, Chambers Hall
Details

The aim of the ITEA Annual School is to provide young researchers with a high-quality introduction to academic research on transportation economics, including many recent advances in the field. The School’s program consists of a series of lectures and tutorials conducted by some of the most prominent researchers in transportation economics. In addition, the students are given the possibility to present their own work at the Conference.
Time
Monday, June 23, 2025
Location
Ruan Conference Center, Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
2025 ITEA Summer School
Northwestern University Transportation Center
All Day
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Ruan Conference Center, Lower Level, Chambers Hall
Details

The aim of the ITEA Annual School is to provide young researchers with a high-quality introduction to academic research on transportation economics, including many recent advances in the field. The School’s program consists of a series of lectures and tutorials conducted by some of the most prominent researchers in transportation economics. In addition, the students are given the possibility to present their own work at the Conference.
Time
Tuesday, June 24, 2025
Location
Ruan Conference Center, Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
2025 ITEA Summer School
Northwestern University Transportation Center
All Day
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Ruan Conference Center, Lower Level, Chambers Hall
Details

The aim of the ITEA Annual School is to provide young researchers with a high-quality introduction to academic research on transportation economics, including many recent advances in the field. The School’s program consists of a series of lectures and tutorials conducted by some of the most prominent researchers in transportation economics. In addition, the students are given the possibility to present their own work at the Conference.
Time
Wednesday, June 25, 2025
Location
Ruan Conference Center, Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
2025 ITEA Annual Conference
Northwestern University Transportation Center
All Day
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Kellogg Global Hub
Details

The aim of the ITEA Annual Conference is to promote scientific excellence in the field of transportation economics and to provide a forum for scientific exchange. Research presented at the conference covers both theory and empirical work, including all transport modes and a wide range of research methodologies.
Time
Wednesday, June 25, 2025
Location
Kellogg Global Hub Map
Contact
Calendar
Northwestern University Transportation Center
2025 ITEA Annual Conference
Northwestern University Transportation Center
All Day
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Kellogg Global Hub
Details

The aim of the ITEA Annual Conference is to promote scientific excellence in the field of transportation economics and to provide a forum for scientific exchange. Research presented at the conference covers both theory and empirical work, including all transport modes and a wide range of research methodologies.
Time
Thursday, June 26, 2025
Location
Kellogg Global Hub Map
Contact
Calendar
Northwestern University Transportation Center
2025 ITEA Annual Conference
Northwestern University Transportation Center
All Day
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Kellogg Global Hub
Details

The aim of the ITEA Annual Conference is to promote scientific excellence in the field of transportation economics and to provide a forum for scientific exchange. Research presented at the conference covers both theory and empirical work, including all transport modes and a wide range of research methodologies.
Time
Friday, June 27, 2025
Location
Kellogg Global Hub Map
Contact
Calendar
Northwestern University Transportation Center