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Collective Prediction of Individual Mobility Traces for Users with Short Data History
13 references·7 citing·44 second hop
Collective Prediction of Individual Mobility Traces for Users with Short Data History (2017)Collective Prediction of Individual Mobil…Online portfolio selection (2014)Online portfolio selectionPredicting Personality Using Novel Mobile Phone-Based Metrics (2013)Predicting Personality Using …Interdependence and predictability of human mobility and social interactions (2013)Interdependence and predictab…Approaching the Limit of Predictability in Human Mobility (2013)Approaching the Limit of Pred…Predictability of population displacement after the 2010 Haiti earthquake (2012)Predictability of population …Mining User Mobility Features for Next Place Prediction in Location-Based Services (2012)Mining User Mobility Features…Regret bounds for sleeping experts and bandits (2010)Regret bounds for sleeping ex…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding individual human mobility patterns (2008)Understanding individual huma…Prediction, Learning, and Games (2006)Prediction, Learning, and Gam…Using and combining predictors that specialize (1997)Using and combining predictor…Universal Portfolios (1991)Universal PortfoliosA Nonstandard Approach to Option Pricing (1991)A Nonstandard Approach to Opt…A New Individual Mobility Prediction Model Applicable to Both Ordinary Conditions and Large Crowding Events (2023)A New Individual Mobility Pre…Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach (2021)Individual Mobility Predictio…Combining individual travel behaviour and collective preferences for next location prediction (2021)Combining individual travel b…Trace2trace—A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories (2020)Trace2trace—A Feasibility Stu…Uncovering spatiotemporal structures from transit smart card data for individual mobility modeling (2019)Uncovering spatiotemporal str…Detecting interpersonal relationships in large-scale railway trip data (2018)Detecting interpersonal relat…A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning (2017)A New Approach to Predict use…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Finite-time Analysis of the Multiarmed Bandit Problem (2002)Online Learning and Online Convex Optimization (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Theory of games and economic behavior (2019)An Introduction to the Five‐Factor Model and Its Applications (1992)The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. (1999)Measuring Large-Scale Social Networks with High Resolution (2014)Using Smartphones to Collect Behavioral Data in Psychological Science (2016)Applying mobile phone data to travel behaviour research: A literature review (2017)Power-Law Distributions in Empirical Data (2009)Dynamic population mapping using mobile phone data (2014)A survey of results on mobile phone datasets analysis (2015)Big Data for Development: A Review of Promises and Challenges (2015)Power-law distributions in empirical data (2018)The origin of bursts and heavy tails in human dynamics (2005)Modeling bursts and heavy tails in human dynamics (2006)The scaling laws of human travel (2006)Computational Social Science (2009)Simulating dynamical features of escape panic (2000)Reality mining: sensing complex social systems (2005)A universal model for mobility and migration patterns (2012)Smart cities of the future (2012)PORTFOLIO SELECTION* (1952)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)Cryptocurrency portfolio management with deep reinforcement learning (2017)Natural language based financial forecasting: a survey (2017)Deep learning for financial applications : A survey (2020)Understanding mobility based on GPS data (2008)Human mobility: Models and applications (2018)A Game of Prediction with Expert Advice (1998)Tracking the Best Expert (1998)Efficient algorithms for online decision problems (2004)Introduction to Multi-Armed Bandits (2019)Friendship and mobility (2011)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)SoCoMo marketing for travel and tourism: Empowering co-creation of value (2015)Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach (2019)Portfolio Selection (1952)Essays in the Theory of Risk-Bearing. (1972)A desicion-theoretic generalization of on-line learning and an application to boosting (1995)Bandit Algorithms (2020)
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References

  • 2008Understanding individual human mobility patterns6,185 cited
  • 2010Limits of Predictability in Human Mobility3,282 cited
  • 2006Prediction, Learning, and Games3,223 cited
  • 2012Predictability of population displacement after the 2010 Haiti earthquake633 cited
  • 1991Universal Portfolios581 cited
  • 2013Approaching the Limit of Predictability in Human Mobility392 cited
  • 2012Mining User Mobility Features for Next Place Prediction in Location-Based Services340 cited
  • 2013Predicting Personality Using Novel Mobile Phone-Based Metrics310 cited
  • 2014Online portfolio selection245 cited
  • 1997Using and combining predictors that specialize237 cited
  • 2010Regret bounds for sleeping experts and bandits200 cited
  • 2013Interdependence and predictability of human mobility and social interactions150 cited
  • 1991A Nonstandard Approach to Option Pricing97 cited

Cited by

  • 2020Trace2trace—A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories19 cited
  • 2017A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning15 cited

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  • 2021Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach11 cited
  • 2021Combining individual travel behaviour and collective preferences for next location prediction10 cited
  • 2019Uncovering spatiotemporal structures from transit smart card data for individual mobility modeling4 cited
  • 2023A New Individual Mobility Prediction Model Applicable to Both Ordinary Conditions and Large Crowding Events2 cited
  • 2018Detecting interpersonal relationships in large-scale railway trip data2 cited