BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Date iCal//NONSGML kigkonsult.se iCalcreator 2.20.4// METHOD:PUBLISH X-WR-CALNAME;VALUE=TEXT:ԭ BEGIN:VTIMEZONE TZID:America/New_York BEGIN:STANDARD DTSTART:20171105T020000 TZOFFSETFROM:-0400 TZOFFSETTO:-0500 RDATE:20181104T020000 TZNAME:EST END:STANDARD BEGIN:DAYLIGHT DTSTART:20180311T020000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:EDT END:DAYLIGHT END:VTIMEZONE BEGIN:VEVENT UID:calendar.319276.field_event_date.0@www.wright.edu DTSTAMP:20260219T203932Z CREATED:20180419T203259Z DESCRIPTION:Committee:  Drs. Derek Doran\, Advisor\, Michael Raymer\, TK Pr asad\, and William Romine (Department of Biological Sciences)ABSTRACT:This paper presents a framework for intrinsic point of interest discovery from trajectory databases. Intrinsic points of interest are regions of a geosp atial area that are innately derivable by the spatial and temporal aspects of trajectory data. In contrast with other definitions of a point of inte rest\, which often require a knowledge base or external location data\, in trinsic points of interest are completely data-driven. The framework unifi es recent developments from the field of density level-set estimation\, ap plied density-based clustering techniques\, and common practices in spatia l point pattern analysis\, offering a more theoretically grounded framewor k towards how a point of interest may be defined.Experiments are performed comparing the results across several modern approaches to POI discovery u nder thousands of parameter settings\, and a marked improvement in fidelit y by the proposed approach is shown on both synthetic and real world data sets. DTSTART;TZID=America/New_York:20180426T120000 DTEND;TZID=America/New_York:20180426T140000 LAST-MODIFIED:20180420T133215Z LOCATION:405 Russ Engineering - Tait Conference Room SUMMARY:Masters Thesis Defense “Discovering Intrinsic Points of Interest fr om Spatial Trajectory Data Source” By Matthew Piekenbrock URL;TYPE=URI:/events/masters-thesis-defense-%E2%80%9C discovering-intrinsic-points-interest-spatial-trajectory-data-source%E2%80 %9D END:VEVENT END:VCALENDAR