Research Output 1966 2018

2018
Rails
funding
infrastructure
methodology
district

Applications of Machine Learning Methods to Predict Readmission and Length-of-Stay for Homeless Families: The Case of Win Shelters in New York City

Hong, B., Malik, A., Lundquist, J., Bellach, I. & Kontokosta, C. E. Jan 30 2018 (Accepted/In press) In : Journal of Technology in Human Services. p. 1-16 16 p.

Research output: Contribution to journalArticle

homeless family
Reentry
learning method
Clustering algorithms
Learning systems

A privacy design problem for sharing transport service tour data

He, Y., Chow, J. Y. J. & Nourinejad, M. Mar 14 2018 2017 IEEE 20th International Conference on Intelligent Transportation Systems, ITSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-March, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Travel time
Nonlinear programming
Entropy
Experiments
Smart city

Evaluating the resilience and recovery of public transit system using big data: Case study from New Jersey

Mudigonda, S., Ozbay, K. & Bartin, B. Mar 22 2018 (Accepted/In press) In : Journal of Transportation Safety and Security. p. 1-29 29 p.

Research output: Contribution to journalArticle

resilience
Hurricanes
Rails
Recovery
Subways

Geo-tagged social media data as a proxy for urban mobility

Qian, C., Kats, P., Malinchik, S., Hoffman, M., Kettler, B., Kontokosta, C. & Sobolevsky, S. 2018 Advances in Cross-Cultural Decision Making - Proceedings of the AHFE 2017 International Conference on Cross-Cultural Decision Making, 2017. Springer Verlag, Vol. 610, p. 29-40 12 p. (Advances in Intelligent Systems and Computing; vol. 610)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Population distribution
Data visualization
Statistics
Availability
Industry

Impact Assessment of Short-Term Work Zones on Intersection Capacity in New York City

Alshabibi, N. M. & Prassas, E. May 1 2018 (Accepted/In press) In : Transportation Research Record.

Research output: Contribution to journalArticle

Flow rate

Methodological evolution and frontiers of identifying, modeling and preventing secondary crashes on highways

Yang, H., Wang, Z., Xie, K., Ozbay, K. & Imprialou, M. Aug 1 2018 In : Accident Analysis and Prevention. 117, p. 40-54 15 p.

Research output: Contribution to journalArticle

Research
Information Storage and Retrieval
secondary analysis
Secondary Prevention
Learning algorithms

Pattern recognition in building energy performance over time using energy benchmarking data

Papadopoulos, S., Bonczak, B. & Kontokosta, C. E. Jul 1 2018 In : Applied Energy. 221, p. 576-586 11 p.

Research output: Contribution to journalArticle

benchmarking
pattern recognition
Benchmarking
Pattern recognition
Energy policy

Surface temperatures in New York City: Geospatial data enables the accurate prediction of radiative heat transfer

Ghandehari, M., Emig, T. & Aghamohamadnia, M. Dec 1 2018 In : Scientific Reports. 8, 1, 2224

Research output: Contribution to journalArticle

energy budget
heat transfer
surface temperature
thermodynamics
energy conservation

The New York city off-hour delivery program: A business and community-friendly sustainability program

Holguín-Veras, J. , Hodge, S. , Wojtowicz, J. , Singh, C. , Wang, C. , Jaller, M. , Aros-Vera, F. , Ozbay, K. , Weeks, A. , Replogle, M. , Ukegbu, C. , Ban, J. , Brom, M. , Campbell, S. , Sanchez-Díaz, I. , González-Calderón, C. , Kornhauser, A. , Simon, M. , McSherry, S. , Rahman, A. & 8 others Encarnación, T., Yang, X., Ramírez-Ríos, D., Kalahashti, L., Amaya, J., Silas, M., Allen, B. & Cruz, B. Jan 1 2018 In : Interfaces. 48, 1, p. 70-86 17 p.

Research output: Contribution to journalArticle

Parking
Trucks
Sustainable development
Truck drivers
Management science
Disasters
resilience
disaster
Hurricanes
hurricane

Using a gradient boosting model to improve the performance of low-cost aerosol monitors in a dense, heterogeneous urban environment

Johnson, N. E., Bonczak, B. & Kontokosta, C. E. Jul 1 2018 In : Atmospheric Environment. 184, p. 9-16 8 p.

Research output: Contribution to journalArticle

aerosol
sensor
calibration
cost
air quality

Using machine learning and small area estimation to predict building-level municipal solid waste generation in cities

Kontokosta, C. E., Hong, B., Johnson, N. E. & Starobin, D. Jan 1 2018 (Accepted/In press) In : Computers, Environment and Urban Systems.

Research output: Contribution to journalArticle

Municipal solid waste
municipal solid waste
Learning systems
recycling
refuse
2017

A data-driven predictive model of city-scale energy use in buildings

Kontokosta, C. E. & Tull, C. Jul 1 2017 In : Applied Energy. 197, p. 303-317 15 p.

Research output: Contribution to journalArticle

energy use
benchmarking
natural gas
Natural gas
Benchmarking
market
Experiments
market equilibrium
Communication
experiment

Analysis of Traffic Crashes Involving Pedestrians Using Big Data: Investigation of Contributing Factors and Identification of Hotspots

Xie, K., Ozbay, K., Kurkcu, A. & Yang, H. 2017 (Accepted/In press) In : Risk Analysis.

Research output: Contribution to journalArticle

Costs and Cost Analysis
Risk analysis
Costs
Railroads
Social Media

Analytics for Public Finance and Economic Development

Kontokosta, C. 2017 (Accepted/In press) Urban Intelligence: How Data and Information Can Shape Urban Planning, Design, and City Operations. New York: Routledge

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Analyzing the drivers of pedestrian activity at high spatial resolution

Lai, Y. & Kontokosta, C. Jan 1 2017 International Conference on Sustainable Infrastructure 2017: Methodology - Proceedings of the International Conference on Sustainable Infrastructure 2017. American Society of Civil Engineers (ASCE), p. 303-314 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Urban planning
Public health
Land use
Data mining
Wireless networks

Arrested compression tests on two types of sand

Suescun-Florez, E., Bless, S., Iskander, M. & Daza, C. 2017 Dynamic Behavior of Materials - Proceedings of the 2016 Annual Conference on Experimental and Applied Mechanics. Springer New York LLC, Vol. 1B, p. 81-86 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Silica sand
Compaction
Sand
Unloading
Plastic parts

Big Buildings and Big Data: Do Energy Disclosure Policies Impact Energy Use over Time?

Papadopoulos, S. & Kontokosta, C. 2017 Computing in Civil Engineering 2017. p. 248-255

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

BIM for FM: Information Requirements to Support HVAC-Related Corrective Maintenance

Yang, X. & Ergan, S. Dec 1 2017 In : Journal of Architectural Engineering. 23, 4, 4017023

Research output: Contribution to journalArticle

Information management
Mechanics
HVAC
Information Management
Electronic data interchange

Data-Driven Adaptive Optimal Control of Connected Vehicles

Gao, W., Jiang, Z. P. & Ozbay, K. May 1 2017 In : IEEE Transactions on Intelligent Transportation Systems. 18, 5, p. 1122-1133 12 p., 7548322

Research output: Contribution to journalArticle

Vehicle to vehicle communications
Dynamic programming
Dynamical systems
Controllers
Communication

Data-driven spatial modeling for quantifying networkwide resilience in the aftermath of hurricanes Irene and Sandy

Zhu, Y., Xie, K., Ozbay, K., Zuo, F. & Yang, H. 2017 In : Transportation Research Record. 2604, p. 9-18 10 p.

Research output: Contribution to journalArticle

Subways
Hurricanes
Recovery
Coastal zones
Logistics

Data-Driven Urban Sustainability Policy and Planning

Kontokosta, C. 2017 (Accepted/In press) Urban Intelligence: How Data and Information Can Shape Urban Planning, Design, and City Operations. New York: Routledge

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Data visualization tool for monitoring transit operation and performance

Kurkcu, A., Miranda, F., Ozbay, K. & Silva, C. T. Aug 8 2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 598-603 6 p. 8005584

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data visualization
Data Visualization
visualization
Monitoring
Web-based

Digital Traces: Modeling Urban Mobility using Wifi Probe Data

Traunmueller, M., Nicholas, J., Malik, A. & Kontokosta, C. 2017 6th International Workshop on Urban Computing, ACM KDD 2017. Halifax, Nova Scotia, Canada

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Alternative fuels
transportation system
Alternative fuel vehicles

Evacuation zone modeling under climate change: A data-driven method

Xie, K., Ozbay, K., Zhu, Y. & Yang, H. Dec 1 2017 In : Journal of Infrastructure Systems. 23, 4, p. 1-9 9 p.

Research output: Contribution to journalArticle

Sea level
Climate change
Hurricanes
Decision trees
Economics

Evaluation of tree-based ensemble learning algorithms for building energy performance estimation

Papadopoulos, S., Azar, E., Woon, W. L. & Kontokosta, C. E. Jul 28 2017 (Accepted/In press) In : Journal of Building Performance Simulation. p. 1-11 11 p.

Research output: Contribution to journalArticle

Ensemble Learning
Learning algorithms
Cooling
Heating
Learning Algorithm

Geotechnical Underground Sensing and Monitoring

Iskander, M. Oct 22 2017 Underground Sensing: Monitoring and Hazard Detection for Environment and Infrastructure. Elsevier Inc., p. 141-202 62 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Geomechanics
Monitoring
Electrical engineering
Sensors
Embankments

Ground based hyperspectral imaging of urban emissions

Ghandehari, M., Aghamohamadnia, M., Dobler, G., Karpf, A., Cavalcante, C., Buckland, K., Qian, J. & Koonin, S. Oct 18 2017 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2016. IEEE Computer Society, 8071735

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surface analysis
Gas emissions
Image sensors
Thermoanalysis
Imaging techniques

Guidelines for DIC in geotechnical engineering research

Chen, Z. C., Li, K., Omidvar, M. & Iskander, M. Mar 1 2017 In : International Journal of Physical Modelling in Geotechnics. 17, 1, p. 3-22 20 p.

Research output: Contribution to journalArticle

Geotechnical engineering
Engineering research
geotechnical engineering
digital image
Velocity measurement

Introduction to Urban Information

Harrison, C. & Kontokosta, C. 2017 (Accepted/In press) Urban Intelligence: How Data and Information Can Shape Urban Planning, Design, and City Operations. New York: Routledge

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Low hanging fruit? Regulations and energy efficiency in subsidized multifamily housing

Reina, V. J. & Kontokosta, C. Jul 1 2017 In : Energy Policy. 106, p. 505-513 9 p.

Research output: Contribution to journalArticle

energy efficiency
Energy efficiency
energy use
Energy utilization
energy

Mapping high pH levels in hydrated calcium silicates

Liu, E., Ghandehari, M., Brückner, C., Khalil, G., Worlinsky, J., Jin, W., Sidelev, A. & Hyland, M. A. May 1 2017 In : Cement and Concrete Research. 95, p. 232-239 8 p.

Research output: Contribution to journalArticle

Calcium silicate
Carbonation
Concretes
Cements
Phenolphthalein

Mapping Refrigerant Gases in the New York City Skyline

Ghandehari, M., Aghamohamadnia, M., Dobler, G., Karpf, A., Buckland, K., Qian, J. & Koonin, S. Dec 1 2017 In : Scientific Reports. 7, 1, 2735

Research output: Contribution to journalArticle

leakage
gas
fossil fuel
stratosphere
global warming

Measuring Building Risk and Resilience: A Big Data Approach to Risk Analytics for Infrastructure

Malik, A. & Kontokosta, C. 2017 American Society of Civil Engineers (ASCE) International Conference on Sustainable Infrastructure. New York, NY

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Modeling information flow in the supply chain of structural steel components

Akcay, E. C., Ergan, S. & Arditi, D. Aug 18 2017 In : Journal of Civil Engineering and Management. 23, 6, p. 753-764 12 p.

Research output: Contribution to journalArticle

Supply chains
Steel
Punching
Radio frequency identification (RFID)
Geometry

Modeling of projectile penetration using transparent soils

Omidvar, M. & Iskander, M. Jan 1 2017 p. 959-962 4 p.

Research output: Contribution to conferencePaper

Projectiles
penetration
Soils
modeling
soil

Multiscale Modeling and Control Architecture for V2X Enabled Traffic Streams

Kachroo, P., Agarwal, S., Piccoli, B. & Ozbay, K. Jun 1 2017 In : IEEE Transactions on Vehicular Technology. 66, 6, p. 4616-4626 11 p., 7896618

Research output: Contribution to journalArticle

Multiscale Modeling
Traffic
Traffic Flow
Traffic Network
Traffic Control
Relocation
move
demand
Taxicabs
heuristics

Numerical modeling of early bio-contamination in a water distribution system and comparison with laboratory experiments

Tinelli, S. & Juran, I. Jan 1 2017 International Conference on Sustainable Infrastructure 2017: Technology - Proceedings of the International Conference on Sustainable Infrastructure 2017. American Society of Civil Engineers (ASCE), p. 258-269 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Water supply systems
Water distribution systems
Risk management
Escherichia coli
Chlorine

Particle rotation of granular materials in plane strain

Chen, Z., Omidvar, M., Li, K. & Iskander, M. Mar 1 2017 In : International Journal of Physical Modelling in Geotechnics. 17, 1, p. 23-40 18 p.

Research output: Contribution to journalArticle

Granular materials
plane strain
Particles (particulate matter)
Kinematics
kinematics

Patterns of waste generation: A gradient boosting model for short-term waste prediction in New York City

Johnson, N. E., Ianiuk, O., Cazap, D., Liu, L., Starobin, D., Dobler, G. & Ghandehari, M. Apr 1 2017 In : Waste Management. 62, p. 3-11 9 p.

Research output: Contribution to journalArticle

prediction
municipal solid waste
weather
refuse
city

Quantifying Human Experience in Interior Architectural Spaces

Radwan, A. & Ergan, S. 2017 Computing in Civil Engineering 2017: Sensing, Simulation, and Visualization - Selected Papers from the ASCE International Workshop on Computing in Civil Engineering 2017. American Society of Civil Engineers (ASCE), Vol. 2017-June, p. 373-380 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Architectural design
Biometrics
Virtual reality
Industry
Experiments

Quantitative Assessment of Subsurface Oxidation in Coated Materials

Sidelev, A. & Ghandehari, M. Oct 1 2017 In : Journal of Performance of Constructed Facilities. 31, 5, 04017051

Research output: Contribution to journalArticle

Coated materials
Imaging techniques
Oxidation
Pipe
Corrosion

Risk assessment for early water leak detection

Cantos, W. P., Juran, I. & Tinelli, S. Jan 1 2017 International Conference on Sustainable Infrastructure 2017: Technology - Proceedings of the International Conference on Sustainable Infrastructure 2017. American Society of Civil Engineers (ASCE), p. 306-318 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interactive computer systems
Water supply systems
Water distribution systems
Leak detection
Real time systems

Secondary collisions and injury severity: A joint analysis using structural equation models

Xie, K., Ozbay, K. & Yang, H. Oct 23 2017 (Accepted/In press) In : Traffic Injury Prevention. p. 1-6 6 p.

Research output: Contribution to journalArticle

Structural Models
structural model
Structural analysis
Wounds and Injuries
Rain

Services D2D aggregation for environment measurement based on people-centric IoT

Yang, L., Li, W., Duan, Y., Luo, Y. & Ghandehari, M. Oct 12 2017 Proceedings of the 2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design, CSCWD 2017. Institute of Electrical and Electronics Engineers Inc., p. 319-324 6 p. 8066714

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Air pollution
Agglomeration
Service oriented architecture (SOA)
Servers
Internet of things

Soil deformations during finless torpedo installation

Omidvar, M. & Iskander, M. 2017 In : Geotechnical Special Publication. GSP 280, p. 389-397 9 p.

Research output: Contribution to journalArticle

Soils
penetration
soil
kinematics
Kinematics