Dragomir Yankov

According to our database, Dragomir Yankov authored at least 31 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Context-aware Conversational Map Search with LLM.

Chiqun Zhang, Anirudh Sriram, Kuo-Han Hung, Renzhong Wang, Dragomir Yankov

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Routing As a Relevance System.

Dragomir Yankov, Antonios Karatzoglou, Chiqun Zhang, Mike Evans, Oussama Dhifallah, Florin Sabau, Maryam Mousaarab Najafabadi, Goran Predovic

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Customizable Routing with Learnings from Past Recommendations.

Kuo-Han Hung, Chiqun Zhang, Dragomir Yankov

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

A Post-routing ETA Model Providing Confidence Feedback.

Chiqun Zhang, Dragomir Yankov, Antonios Karatzoglou, Michael R. Evans, Florin Sabau, Oussama Dhifallah

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Map GPT Playground: Smart Locations and Routes with GPT.

Chiqun Zhang, Antonios Karatzoglou, Helen Craig, Dragomir Yankov

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

GPT Applications in Relevance Model Training in Map Search.

Renzhong Wang, Maryam Mousaarab Najafabadi, Chiqun Zhang, Long-Qi Chen, Tanya Olenina, Dragomir Yankov

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Exploring The Use of OpenStreetMap Data (OSM) and GPS Traces for Validating Driving Routes and Identifying Prohibited Maneuvers in Direction Services.

Antonios Karatzoglou, Tijana Bekic, Vashutosh Agrawal, Mohit Khanna, Aleksandar Matejevic, Varun Kakkar, Michael R. Evans, Aleksandar Samardzija, Jacob Whitbeck, Dragomir Yankov, Nikola Perin, Nikola Todic, Goran Predovic

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications, 2023

2022

Active learning for transformer models in direction query tagging.

Jasper Huang, Chiqun Zhang, Dragomir Yankov, Maryam Mousaarab Najafabadi, Tsheko Mutungu

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

Fast Attention-based Learning-To-Rank Model for Structured Map Search.

Chiqun Zhang, Michael R. Evans, Max Lepikhin, Dragomir Yankov

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

An End-to-end Beacon Placement Optimization System for Indoor Positioning.

Chiqun Zhang, Dragomir Yankov, Simon Shapiro, Wei Wu

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2021

Improving Maps Auto-Complete Through Query Expansion (Demo Paper).

Shekoofeh Mokhtari, Alex Rusnak, Tsheko Mutungu, Dragomir Yankov

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

What is that Building?: An End-to-end System for Building Recognition from Streetside Images.

Chiqun Zhang, Dragomir Yankov, Chun-Ting Wu, Simon Shapiro, Jason Hong, Wei Wu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Predicting user routines with masked dilated convolutions.

Renzhong Wang, Dragomir Yankov, Michael R. Evans, Senthil Palanisamy, Siddhartha Arora, Wei Wu

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Routines - A System for Inference, Analysis and Prediction of Users Daily Location Visits: Industrial Paper.

Michael R. Evans, Renzhong Wang, Dragomir Yankov, Senthil Palanisamy, Siddhartha Arora, Wei Wu

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Scaling Address Parsing Sequence Models through Active Learning.

Helen Craig, Dragomir Yankov, Renzhong Wang, Pavel Berkhin, Wei Wu

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Tagging Address Queries in Maps Search.

Shekoofeh Mokhtari, Ahmad Mahmoody, Dragomir Yankov, Ning Xie

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

LiveMaps: Converting Map Images into Interactive Maps.

Michael R. Evans, Dragomir Yankov, Pavel Berkhin, Pavel Yudin, Florin Teodorescu, Wei Wu

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

LiveMaps: Learning Geo-Intent from Images of Maps on a Large Scale.

Michael R. Evans, Ahmad Mahmoody, Dragomir Yankov, Florin Teodorescu, Wei Wu, Pavel Berkhin

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2015

Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems.

Dragomir Yankov, Pavel Berkhin, Lihong Li

CoRR, 2015

A new approach to geocoding: BingGC.

Pavel Berkhin, Michael R. Evans, Florin Teodorescu, Wei Wu, Dragomir Yankov

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2013

Interoperability ranking for mobile applications.

Dragomir Yankov, Pavel Berkhin, Rajen Subba

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2010

A large-scale active learning system for topical categorization on the web.

Suju Rajan, Dragomir Yankov, Scott Gaffney, Adwait Ratnaparkhi

Proceedings of the 19th International Conference on World Wide Web, 2010

Integer Programming for Multi-class Active Learning.

Dragomir Yankov, Suju Rajan, Adwait Ratnaparkhi

Proceedings of the ICDMW 2010, 2010

2008

Fast Best-Match Shape Searching in Rotation-Invariant Metric Spaces.

Dragomir Yankov, Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Wendy L. Hodges

IEEE Trans. Multim., 2008

Disk aware discord discovery: finding unusual time series in terabyte sized datasets.

Dragomir Yankov, Eamonn J. Keogh, Umaa Rebbapragada

Knowl. Inf. Syst., 2008

The Asymmetric Approximate Anytime Join: A New Primitive with Applications to Data Mining.

Lexiang Ye, Xiaoyue Wang, Dragomir Yankov, Eamonn J. Keogh

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Detecting time series motifs under uniform scaling.

Dragomir Yankov, Eamonn J. Keogh, Jose Medina, Bill Yuan-chi Chiu, Victor B. Zordan

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Locally Constrained Support Vector Clustering.

Dragomir Yankov, Eamonn J. Keogh, Kin Fai Kan

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Manifold Clustering of Shapes.

Dragomir Yankov, Eamonn J. Keogh

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Ensembles of Nearest Neighbor Forecasts.

Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Dot Plots for Time Series Analysis.

Dragomir Yankov, Eamonn J. Keogh, Stefano Lonardi, Ada Wai-Chee Fu

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005