conference paper

Shipper collaboration models for asset repositioning and utilization

Proceedings of the 86th annual meeting of the transportation research board

Publication Date

January 1, 2007

Abstract

In this era of heightened competition many firms have turned to supply chain partners to collaborate to alleviate their operational inefficiencies and cut costs. Supply chain relationships are transforming to collaborative ventures, sometimes even with their competitors. In this paper we study the issues facing an electronic intermediary or a third party logistics company for achieving collaboration for transportation demands from a group of small to medium sized shippers in an Internet marketplace. We develop a methodology for studying the shipper collaboration problems and provide formulations for partly loaded and truckload shipments. The underlying cost allocation issues facing the collaborations are examined from a cooperative game theory perspective. We point out that finding stable cost allocation mechanisms are NP-Hard and develop simple heuristic cost allocation mechanisms.

Suggested Citation
Srinivas Nandiraju and Amelia C. Regan (2007) “Shipper collaboration models for asset repositioning and utilization”, in Proceedings of the 86th annual meeting of the transportation research board, p. 19p.

research report

Determining optimal sensor locations under uncertainty for advanced truck surveillance on California freeways

Publication Date

January 1, 2018
Suggested Citation
Jaeyoung Jung, Andre Tok and Stephen G Ritchie (2018) Determining optimal sensor locations under uncertainty for advanced truck surveillance on California freeways.

conference paper

Spatial disaggregation of California freight demand for regional planning models

ARRB conference, 27th, 2016, melbourne, victoria, australia

Publication Date

January 1, 2016

Author(s)

PV Camargo, AY Tok, Stephen Ritchie
Suggested Citation
PV Camargo, AY Tok and SG Ritchie (2016) “Spatial disaggregation of California freight demand for regional planning models”, in ARRB conference, 27th, 2016, melbourne, victoria, australia.

published journal article

A utility-theory travel demand model incorporating travel budgets

Transportation Research Part B: Methodological

Publication Date

December 1, 1981

Author(s)

Thomas Golob, Martin J. Beckmann, Yacov Zahavi
Suggested Citation
Thomas F. Golob, Martin J. Beckmann and Yacov Zahavi (1981) “A utility-theory travel demand model incorporating travel budgets”, Transportation Research Part B: Methodological, 15(6), pp. 375–389. Available at: 10.1016/0191-2615(81)90022-9.

working paper

Formal Structure as a Constraint on Interaction within Organizations

Abstract

In contrast to existing theories of organizations that stress the vertical control of intraorganizational interaction, a structural perspective is discussed that emphasizes the networks of social interaction that develop horizontally and diagonally, as well as vertically, across the organization. As an example of this perspective, the effects of the hierarchical arrangement of positions, both in terms of the unequal number of individuals in vertical levels and in terms of the differential allocation of resources across vertical levels, is hypothesized to lead to differential rates of interaction across the organization. These effects of structural differentiation on networks of interaction are tested in a public bureaucracy, and the implications of differentiation for the formation of networks of interaction and resulting collective actions such as coalition formation are discussed.

Suggested Citation
William B. Stevenson (1986) Formal Structure as a Constraint on Interaction within Organizations. Working Paper UCI-ITS-WP-86-2. Institute of Transportation Studies, Irvine. Available at: https://escholarship.org/uc/item/5s87s550.

MS Thesis

Microscopic simulation and emissions study of the electrification of the I-710 freight corridor

Publication Date

January 1, 2014

Author(s)

Abstract

Due to heavy congestion and air pollutants emissions from the increase in container trucks traveling on the I-710, Caltrans and Metro have been looking into viable alternatives for solving these problems. The heavy health burden on residents of the areas surrounding the I-710 has been a cause for concern to these agencies for some time. In this study, I rely on microscopic traffic simulation and on operating modes (OpModes) lookup tables from MOVES to estimate changes in congestion and in emissions of various air pollutants (including nitrogen oxides (NOx) and particulate matter (PM)) resulting from the creation of electrified truck lanes on I-710. This alternative was tested for four scenarios corresponding to different percentage of electrified heavy-duty trucks in the I-710 corridor. My results show that creating electrified lanes would slightly reduce congestion in terms of average overall network speed. I also found a substantial reduction in the emissions of several air pollutants by port-related heavy duty trucks, which ranged from 44% to 94% in the scenarios considered. Overall, the reduction in emission possible by the electrification of the freight corridor is a significant improvement but as proposed, the electrification of the I-710 would also create additional traffic problems. This suggests that planning models (such as TransCad) are not sufficient to properly evaluate preliminary designs of freeway changes.

Suggested Citation
Sarah Tasnim (2014) Microscopic simulation and emissions study of the electrification of the I-710 freight corridor. MS Thesis. University of California, Irvine. Available at: https://uci.primo.exlibrisgroup.com/permalink/01CDL_IRV_INST/17uq3m8/alma991015107149704701.

research report

Development of a path flow estimator for inferring steady-state and time-dependent origin-destination trip matrices

Publication Date

June 1, 2008

Author(s)

Michael Zhang, Yu Nie, Wei Shen, Ming-Sheng Lee, Sarawut Jansuwan, Piya Chootinan, Surachet Pravinvongvuth, Anthony Chen, Will Recker

Abstract

This report describes how a previously proposed logit path flow estimator (LPFE) has been further developed in order to improve the reliability and efficiency of origin-destination (O-D) trip table estimates. The report describes how both steady-state and time-dependent LPFE are implemented in an object-oriented programming (OOP) framework. The performance of the LPFE is tested using synthetic data and the accuracy and reliability of its O-D trip table estimates are quantified. The report also describes the development of Visual PFE and Visual PFE-TD, which are the graphic user interfaces (GUI) for both static and time-dependent LPFE.

Suggested Citation
Michael Zhang, Yu Nie, Wei Shen, Ming S. Lee, Sarawut Jansuwan, Piya Chootinan, Surachet Pravinvongvuth, Anthony Chen and Wilfred W. Recker (2008) Development of a path flow estimator for inferring steady-state and time-dependent origin-destination trip matrices. University of California, Berkeley / California Partners for Advanced Transit and Highways, p. 119p.

conference paper

Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

Publication Date

August 3, 2025

Author(s)

Yonatan G. Achamyeleh, Shih-Yuan Yu, Gustavo Q. Araya, Mohammad Al Faruque

Areas of Expertise

Abstract

Industrial Control Systems (ICS) rely heavily on Programmable Logic Controllers (PLCs) to manage critical infrastructure, yet analyzing PLC executables remains challenging due to diverse proprietary compilers and limited access to source code.To bridge this gap, we introduce PLC-BEAD, a comprehensive dataset containing 2431 compiled binaries from 700+ PLC programs across four major industrial compilers (CoDeSys, GEB, OpenPLC-V2, OpenPLC-V3). This novel dataset uniquely pairs each binary with its original Structured Text source code and standardized functionality labels, enabling both binary-level and source-level analysis. We demonstrate the dataset’s utility through PLCEmbed, a transformer-based framework for binary code analysis that achieves 93% accuracy in compiler provenance identification and 42% accuracy in fine-grained functionality classification across 22 industrial control categories. Through comprehensive ablation studies, we analyze how compiler optimization levels, code patterns, and class distributions influence model performance. We provide detailed documentation of the dataset creation process, labeling taxonomy, and benchmark protocols to ensure reproducibility. Both PLC-BEAD and PLCEmbed are released as open-source resources to foster research in PLC security, reverse engineering, and ICS forensics, establishing new baselines for data-driven approaches to industrial cybersecurity.

Suggested Citation
Yonatan G. Achamyeleh, Shih-Yuan Yu, Gustavo Q. Araya and Mohammad A. Al Faruque (2025) “Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control Systems”, in Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. New York, NY, USA: Association for Computing Machinery (KDD '25), pp. 5260–5269. Available at: 10.1145/3711896.3737373.

published journal article

An empirical investigation on the dynamic processes of activity scheduling and trip chaining

Transportation

Publication Date

September 1, 2006
Suggested Citation
Ming Lee and Michael G. McNally (2006) “An empirical investigation on the dynamic processes of activity scheduling and trip chaining”, Transportation, 33(6), pp. 553–565. Available at: 10.1007/s11116-006-7728-1.

working paper

Evaluation of the California Safe Routes to School Legislation: Urban Form Changes and Children's Active Transportation to School

Abstract

Walking or bicycling to school could contribute to children’s daily physical activity, but physical environment changes are often needed to improve the safety and convenience of walking and cycling routes. The California Safe Routes to School (SR2S) legislation provided competitive funds for construction projects such as sidewalks, traffic lights, pedestrian crossing improvements, and bicycle paths.