Research Output 1966 2018

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Article
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

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

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

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

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

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

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

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

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

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

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

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

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

Stochastic dynamic switching in fixed and flexible transit services as market entry-exit real options

Guo, Q. W., Chow, J. Y. J. & Schonfeld, P. 2017 In : Transportation Research Procedia. 23, p. 380-399 20 p.

Research output: Contribution to journalArticle

opening up of markets
transportation system
demand
Stochastic models
hysteresis
opening up of markets
transportation system
demand
Stochastic models
hysteresis

Structure of 311 service requests as a signature of urban location

Wang, L., Qian, C., Kats, P., Kontokosta, C. & Sobolevsky, S. Oct 1 2017 In : PLoS ONE. 12, 10, e0186314

Research output: Contribution to journalArticle

socioeconomics
urban areas
stakeholders
Urban planning
urban planning

Urban phenology: Toward a real-time census of the city using Wi-Fi data

Kontokosta, C. E. & Johnson, N. Jul 1 2017 In : Computers, Environment and Urban Systems. 64, p. 144-153 10 p.

Research output: Contribution to journalArticle

phenology
census
population development
worker
population dynamics
2016

A downtown on-street parking model with urban truck delivery behavior

Amer, A. & Chow, J. Y. J. 2016 (Accepted/In press) In : Transportation Research Part A: Policy and Practice.

Research output: Contribution to journalArticle

CAD
Parking
city center
Trucks
commuter

Agent-based day-to-day adjustment process to evaluate dynamic flexible transport service policies

Djavadian, S. & Chow, J. Y. J. Jun 4 2016 (Accepted/In press) In : Transportmetrica B. p. 1-26 26 p.

Research output: Contribution to journalArticle

Adjustment
Evaluate
Information and Communication Technology
commuter
Communication

A hyperspectral survey of New York City lighting technology

Dobler, G., Ghandehari, M., Koonin, S. E. & Sharma, M. S. Dec 5 2016 In : Sensors (Switzerland). 16, 12, 2047

Research output: Contribution to journalArticle

Lighting
illuminating
Technology
spectral signatures
Cluster Analysis

Application of Bayesian stochastic learning automata for modeling lane choice behavior on high-occupancy toll lanes on State Road 167

Morgül, E. F., Ozbay, K. & Kurkcu, A. 2016 In : Transportation Research Record. 2560, p. 97-107 11 p.

Research output: Contribution to journalArticle

Learning algorithms

Applications of machine learning methods to identifying and predicting building retrofit opportunities

Marasco, D. E. & Kontokosta, C. E. Sep 15 2016 In : Energy and Buildings. 128, p. 431-441 11 p.

Research output: Contribution to journalArticle

Learning systems
Energy conservation
Classifiers
Gas emissions
Greenhouse gases

A tablet-based surrogate system architecture for «in-situ» evaluation of cyber-physical transport technologies

Harvey, M. J., Liu, X. & Chow, J. Y. J. Dec 1 2016 In : IEEE Transactions on Intelligent Transportation Systems. 8, 4, p. 79-91 13 p., 7637077

Research output: Contribution to journalArticle

Experiments
Mobile devices
Communication
Sensors
Computer simulation

Building Efficiency: The Case for Data and Cities (Forum)

Kontokosta, C. 2016 Issues in Science and Technology

Research output: Contribution to specialist publicationArticle

Causal structure learning for travel mode choice using structural restrictions and model averaging algorithm

Ma, T. Y., Chow, J. Y. J. & Xu, J. Dec 20 2016 (Accepted/In press) In : Transportmetrica A: Transport Science. p. 1-27 27 p.

Research output: Contribution to journalArticle

Bayesian networks
travel
learning
Decision trees
Learning algorithms

Cool marble building envelopes: The effect of aging on energy performance and aesthetics

Rosso, F., Pisello, A. L., Jin, W., Ghandehari, M., Cotana, F. & Ferrero, M. Aug 5 2016 In : Sustainability. 8, 8, 753

Research output: Contribution to journalArticle

Marble
marble
esthetics
building
aesthetics

Design and Application of Concrete Tiles Enhanced with Microencapsulated Phase-Change Material

Narain, J., Jin, W., Ghandehari, M., Wilke, E., Shukla, N., Berardi, U., El-Korchi, T. & Van Dessel, S. Mar 1 2016 In : Journal of Architectural Engineering. 22, 1, 05015003

Research output: Contribution to journalArticle

Phase change materials
Tile
Concretes
Compressive strength
Tiles
Visualization
Mechanics
HVAC
User interfaces
Decision making

Design and Performance of a Laboratory Pneumatic Gun for Soil Ballistic Applications

Cave, A., Roslyakov, S., Iskander, M. & Bless, S. Apr 1 2016 In : Experimental Techniques. 40, 2, p. 541-553 13 p.

Research output: Contribution to journalArticle

Projectiles
Ballistics
Pneumatics
Soils
Propellants

Dimensional factors in oxidation induced fracture in reinforced concrete

Zulli, M., Ghandehari, M., Sidelev, A. & Shah, S. P. Sep 30 2016 In : Construction and Building Materials. 122, p. 264-272 9 p.

Research output: Contribution to journalArticle

Reinforced concrete
Concretes
Oxidation
Corrosion
Steel

Earth's albedo variations 1998-2014 as measured from ground-based earthshine observations

Palle, E., Goode, P. R., Montañés-Rodríguez, P., Shumko, A., Gonzalez-Merino, B., Lombilla, C. M., Jimenez-Ibarra, F., Shumko, S., Sanroma, E., Hulist, A., Miles-Paez, P., Murgas, F., Nowak, G. & Koonin, S. E. May 16 2016 In : Geophysical Research Letters. 43, 9, p. 4531-4538 8 p.

Research output: Contribution to journalArticle

Earth albedo
albedo
moon
Moon
space platforms

Equilibrium scheduling of vehicle-to-grid technology using activity based modelling

Nourinejad, M., Chow, J. Y. J. & Roorda, M. J. Apr 1 2016 In : Transportation Research Part C: Emerging Technologies. 65, p. 79-96 18 p.

Research output: Contribution to journalArticle

scheduling
Scheduling
Electric power distribution
telecommuting
market equilibrium