Dot Plots for Time Series Analysis. - Dragomir Yankov; Eamonn J. Keogh; Stefano Lonardi; Ada Wai-Chee Fu (ICTAI, 2005)

Ensembles of Nearest Neighbor Forecasts. - Dragomir Yankov; Dennis DeCoste; Eamonn J. Keogh (ECML, 2006)

Manifold Clustering of Shapes. - Dragomir Yankov; Eamonn J. Keogh (ICDM, 2006)

Locally Constrained Support Vector Clustering. - Dragomir Yankov; Eamonn J. Keogh; Kin Fai Kan (ICDM, 2007)

Detecting time series motifs under uniform scaling. - Dragomir Yankov; Eamonn J. Keogh; Jose Medina; Bill Yuan-chi Chiu; Victor B. Zordan (KDD, 2007)

The Asymmetric Approximate Anytime Join: A New Primitive with Applications to Data Mining. - Lexiang Ye; Xiaoyue Wang 004; Dragomir Yankov; Eamonn J. Keogh (SDM, 2008)

Disk aware discord discovery: finding unusual time series in terabyte sized datasets. - Dragomir Yankov; Eamonn J. Keogh; Umaa Rebbapragada (Knowl. Inf. Syst., 2008)

Fast Best-Match Shape Searching in Rotation-Invariant Metric Spaces. - Dragomir Yankov; Eamonn J. Keogh; Li Wei 001; Xiaopeng Xi; Wendy L. Hodges (IEEE Trans. Multim., 2008)

Integer Programming for Multi-class Active Learning. - Dragomir Yankov; Suju Rajan; Adwait Ratnaparkhi (ICDM Workshops, 2010)

A large-scale active learning system for topical categorization on the web. - Suju Rajan; Dragomir Yankov; Scott Gaffney; Adwait Ratnaparkhi (WWW, 2010)

Interoperability ranking for mobile applications. - Dragomir Yankov; Pavel Berkhin; Rajen Subba (SIGIR, 2013)

A new approach to geocoding: BingGC. - Pavel Berkhin; Michael R. Evans; Florin Teodorescu; Wei Wu 014; Dragomir Yankov (SIGSPATIAL/GIS, 2015)

Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems. - Dragomir Yankov; Pavel Berkhin; Lihong Li 001 (CoRR, 2015)

LiveMaps: Learning Geo-Intent from Images of Maps on a Large Scale. - Michael R. Evans; Ahmad Mahmoody; Dragomir Yankov; Florin Teodorescu; Wei Wu 014; Pavel Berkhin (SIGSPATIAL/GIS, 2017)

LiveMaps: Converting Map Images into Interactive Maps. - Michael R. Evans; Dragomir Yankov; Pavel Berkhin; Pavel Yudin; Florin Teodorescu; Wei Wu 014 (SIGIR, 2017)

Tagging Address Queries in Maps Search. - Shekoofeh Mokhtari; Ahmad Mahmoody; Dragomir Yankov; Ning Xie 002 (AAAI, 2019)

Scaling Address Parsing Sequence Models through Active Learning. - Helen Craig; Dragomir Yankov; Renzhong Wang; Pavel Berkhin; Wei Wu 014 (SIGSPATIAL/GIS, 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 014 (SIGSPATIAL/GIS, 2019)

Predicting user routines with masked dilated convolutions. - Renzhong Wang; Dragomir Yankov; Michael R. Evans; Senthil Palanisamy; Siddhartha Arora; Wei Wu 014 (RecSys, 2019)

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 014 (KDD, 2020)

Improving Maps Auto-Complete Through Query Expansion (Demo Paper). - Shekoofeh Mokhtari; Alex Rusnak; Tsheko Mutungu; Dragomir Yankov (SIGSPATIAL/GIS, 2021)

An End-to-end Beacon Placement Optimization System for Indoor Positioning. - Chiqun Zhang; Dragomir Yankov; Simon Shapiro; Wei Wu 014 (IPIN, 2021)

Fast Attention-based Learning-To-Rank Model for Structured Map Search. - Chiqun Zhang; Michael R. Evans; Max Lepikhin; Dragomir Yankov (SIGIR, 2021)

Active learning for transformer models in direction query tagging. - Jasper Huang; Chiqun Zhang; Dragomir Yankov; Maryam Mousaarab Najafabadi; Tsheko Mutungu (SIGSPATIAL/GIS, 2022)

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; et al. (GeoIndstry@SIGSPATIAL, 2023)

GPT Applications in Relevance Model Training in Map Search. - Renzhong Wang; Maryam Mousaarab Najafabadi; Chiqun Zhang; Long-Qi Chen; Tanya Olenina; Dragomir Yankov (SIGSPATIAL/GIS, 2023)

Map GPT Playground: Smart Locations and Routes with GPT. - Chiqun Zhang; Antonios Karatzoglou; Helen Craig; Dragomir Yankov (SIGSPATIAL/GIS, 2023)

A Post-routing ETA Model Providing Confidence Feedback. - Chiqun Zhang; Dragomir Yankov; Antonios Karatzoglou; Michael R. Evans; Florin Sabau; Oussama Dhifallah (SIGSPATIAL/GIS, 2023)

Customizable Routing with Learnings from Past Recommendations. - Kuo-Han Hung; Chiqun Zhang; Dragomir Yankov (SIGSPATIAL/GIS, 2024)

Routing As a Relevance System. - Dragomir Yankov; Antonios Karatzoglou; Chiqun Zhang; Mike Evans; Oussama Dhifallah; Florin Sabau; Maryam Mousaarab Najafabadi; Goran Predovic (SIGSPATIAL/GIS, 2024)

Context-aware Conversational Map Search with LLM. - Chiqun Zhang; Anirudh Sriram; Kuo-Han Hung; Renzhong Wang; Dragomir Yankov (SIGSPATIAL/GIS, 2024)

The User-Centric Geo-Experience: An LLM-Powered Framework for Enhanced Planning, Navigation, and Dynamic Adaptation. - Jieren Deng; Aleksandar Cvetkovic; Pak-Kiu Chung; Dragomir Yankov; Chiqun Zhang (CoRR, 2025)