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Transportation Letters
The International Journal of Transportation Research
Volume 1, 2009 - Issue 3
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Original

Application of sequence alignment methods in clustering and analysis of routine weekly activity schedules

Pages 197-211 | Published online: 07 Sep 2013

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Read on this site (2)

Suchismita Nayak & Debapratim Pandit. (2023) A critical review of activity participation decision: a key component of activity-based travel demand models. International Journal of Urban Sciences 27:4, pages 670-703.
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Elnaz Yousefzadeh Barri, Steven Farber, Hadi Jahanshahi, Ignacio Tiznado-Aitken & Eda Beyazit. (2023) Exploring the joint impacts of income, car ownership, and built environment on daily activity patterns: a cluster analysis of trip chains. Transportmetrica A: Transport Science 0:0, pages 1-31.
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Articles from other publishers (17)

WooKeol Cho, Jinhee Kim & Jin-Hyuk Chung. (2023) A Need-Based Approach for Modeling Recurrent Discretionary Activity Participation Patterns for Travel Demand Analysis. Sustainability 15:21, pages 15426.
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Suchismita Nayak & Debapratim Pandit. (2023) A joint and simultaneous prediction framework of weekday and weekend daily-activity travel pattern using conditional dependency networks. Travel Behaviour and Society 32, pages 100595.
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Christopher King & N. W. F. Bode. (2022) A virtual experiment on pedestrian destination choice: the role of schedules, the environment and behavioural categories. Royal Society Open Science 9:7.
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Rezwana Rafiq & Michael G. McNally. (2021) Heterogeneity in Activity-travel Patterns of Public Transit Users: An Application of Latent Class Analysis. Transportation Research Part A: Policy and Practice 152, pages 1-18.
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Ying Song, Siyang Ren, Julian Wolfson, Yaxuan Zhang, Roland Brown & Yingling Fan. (2021) Visualizing, clustering, and characterizing activity-trip sequences via weighted sequence alignment and functional data analysis. Transportation Research Part C: Emerging Technologies 126, pages 103007.
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Firat BOLAT. (2020) Evaluation of Ship Profiles in Istanbul Port Region with Two-Stage Clustering Analysis. Bilge International Journal of Science and Technology Research, pages 33-39.
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Elizabeth Callahan McBride, Adam Wilkinson Davis & Konstadinos G. Goulias. (2020) Exploration of Statewide Fragmentation of Activity and Travel and a Taxonomy of Daily Time Use Patterns using Sequence Analysis in California. Transportation Research Record: Journal of the Transportation Research Board 2674:12, pages 38-51.
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Mohammad Hesam Hafezi, Lei Liu & Hugh Millward. (2017) A time-use activity-pattern recognition model for activity-based travel demand modeling. Transportation 46:4, pages 1369-1394.
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Sung‐Jin Cho, Davy Janssens, Chang‐Hyeon Joh, Hyunmyung Kim, Keechoo Choi & Dongjoo Park. (2019) Space–Time Sequential Similarity for Identifying Factors of Activity‐Travel Pattern Segmentation: A Measure of Sequence Alignment and Path Similarity. Geographical Analysis 51:2, pages 203-220.
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Tim Hilgert, Sascha von Behren, Christine Eisenmann & Peter Vortisch. (2018) Are Activity Patterns Stable or Variable? Analysis of Three-Year Panel Data. Transportation Research Record: Journal of the Transportation Research Board 2672:47, pages 46-56.
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Sascha von Behren, Clotilde Minster, Johanna Esch, Marcel Hunecke, Peter Vortisch & Bastian Chlond. (2018) Assessing car dependence: Development of a comprehensive survey approach based on the concept of a travel skeleton. Transportation Research Procedia 32, pages 607-616.
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Wenjia Zhang & Jean-Claude Thill. (2017) Detecting and visualizing cohesive activity-travel patterns: A network analysis approach. Computers, Environment and Urban Systems 66, pages 117-129.
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Jianchuan Xianyu, Soora Rasouli & Harry Timmermans. (2015) Analysis of variability in multi-day GPS imputed activity-travel diaries using multi-dimensional sequence alignment and panel effects regression models. Transportation 44:3, pages 533-553.
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Feng Liu, Davy Janssens, JianXun Cui, Geert Wets & Mario Cools. (2015) Characterizing activity sequences using profile Hidden Markov Models. Expert Systems with Applications 42:13, pages 5705-5722.
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Feng Liu, Davy Janssens, JianXun Cui, YunPeng Wang, Geert Wets & Mario Cools. (2014) Building a validation measure for activity-based transportation models based on mobile phone data. Expert Systems with Applications 41:14, pages 6174-6189.
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Kihong Kim. (2014) Discrepancy Analysis of Activity Sequences. Transportation Research Record: Journal of the Transportation Research Board 2413:1, pages 24-33.
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Chang-Hyeon JohHarry Timmermans. (2011) Applying Sequence Alignment Methods to Large Activity–Travel Data Sets. Transportation Research Record: Journal of the Transportation Research Board 2231:1, pages 10-17.
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