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Fastmap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets
, 1995
"... A very promising idea for fast searching in traditional and multimedia databases is to map objects into points in k-d space, using k feature-extraction functions, provided by a domain expert [Jag91]. Thus, we can subsequently use highly fine-tuned spatial access methods (SAMs), to answer several ..."
Abstract
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Cited by 502 (22 self)
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A very promising idea for fast searching in traditional and multimedia databases is to map objects into points in k-d space, using k feature-extraction functions, provided by a domain expert [Jag91]. Thus, we can subsequently use highly fine-tuned spatial access methods (SAMs), to answer several
It's mine, don't touch": Interactions at a large multitouch display in a city
, 2008
"... We present data from detailed observations of CityWall, a large multi-touch display installed in a central location in Helsinki, Finland. During eight days of installation, 1199 persons interacted with the system in various social configurations. Videos of these encounters were examined qualitativel ..."
Abstract
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Cited by 113 (8 self)
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qualitatively as well as quantitatively based on human coding of events. The data convey phenomena that arise uniquely in public use: crowding, massively parallel interaction, teamwork, games, negotiations of transitions and handovers, conflict management, gestures and overt remarks to co-present people
Combining data mining and machine learning for effective user profiling
- In
, 1996
"... Abstract This paper describes the automatic design of methods for detecting fraudulent behavior. Much of the design is accomplished using a series of machine learning methods. In particular, we combine data mining and constructive induction with more standard machine learning techniques to design m ..."
Abstract
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Cited by 64 (9 self)
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Abstract This paper describes the automatic design of methods for detecting fraudulent behavior. Much of the design is accomplished using a series of machine learning methods. In particular, we combine data mining and constructive induction with more standard machine learning techniques to design
ROADPLEX: A MOBILE VGI GAME TO COLLECT AND VALIDATE DATA FOR POIS
"... Because of increasing popularity of smart phones equipped with GPS sensors, more volunteers are expected to join VGI (Volunteered Geographic Information) activities and therefore more positional data will be collected in shorter time. Current statistics from open databases such as OpenStreetMap reve ..."
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by ‘hiding ’ the tasks behind a game. In the literature, this concept is known as “gamification ” or “games with purpose ” which encapsulate the idea of entertaining contributors while they are completing a particular defined task. The same concept is used to design a mobile application called “Road
ROADPLEX: A MOBILE VGI GAME TO COLLECT AND VALIDATE DATA FOR POIs
"... By increasing the popularity of smart phones equipped with GPS sensors, more volunteers are expected to join VGI (Volunteered Geographic Information) activities and therefore more positional data will be collected in shorter time. Current statistics from open databases such OpenStreetMap reveals tha ..."
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the tasks inside a game. In the literature, this concept is known as “gamification ” or “games with purpose ” which encapsulate the idea of entertaining contributors while they are completing a particular defined task. Same concept is used to design a mobile application called “RoadPlex ” which aims
Crowdsourcing to smartphones: incentive mechanism design for mobile phone sensing
- in Proceedings of the 18th annual international conference on Mobile computing and networking (Mobicom 2012
, 2012
"... Mobile phone sensing is a new paradigm which takes advantage of the pervasive smartphones to collect and analyze data beyond the scale of what was previously possible. In a mobile phone sensing system, the platform recruits smartphone users to provide sensing service. Existing mobile phone sensing a ..."
Abstract
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Cited by 69 (0 self)
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, and the user-centric model where users have more control over the payment they will receive. For the platform-centric model, we design an incentive mechanism using a Stackelberg game, where the platform is the leader while the users are the followers. We show how to compute the unique Stackelberg Equilibrium
Mining Call and Mobility Data to Improve Paging Efficiency in Cellular Networks
, 2007
"... Locating mobile users and devices efficiently is a critical operation in cellular networks. This is done using a combination of location update (by the mobile) and paging (by the network). The paging scheme determines how and where to search for a mobile user given the latest location update informa ..."
Abstract
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Cited by 25 (3 self)
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Locating mobile users and devices efficiently is a critical operation in cellular networks. This is done using a combination of location update (by the mobile) and paging (by the network). The paging scheme determines how and where to search for a mobile user given the latest location update
Data Visualization and Mining using the GPU
, 2005
"... An exciting development in the computing industry has been the emergence of graphics processing units (the GPU) as a fast general purpose co-processor. Initially designed for gaming applications, todays GPUs demonstrate impressive computing power and high levels of parallelism and are now being used ..."
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Cited by 8 (0 self)
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and fast developing area, and the tools and technique are now mature enough that researchers with no experience in using the GPU can use it to develop new data mining tools. The purpose of this tutorial is to introduce the KDD audience to the GPU and the programming model it represents, describe the ways
EFFECTIVE AND EFFICIENT MINING OF DATA IN MOBILE COMPUTING
"... Data Mining consists of an evolving set of techniques that can be used to extract valuable Information and knowledge from massive volumes of data. Data Mining Research and tools have focused on commercial sector applications. This Research paper highlights the data mining techniques applied to mine ..."
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Data Mining consists of an evolving set of techniques that can be used to extract valuable Information and knowledge from massive volumes of data. Data Mining Research and tools have focused on commercial sector applications. This Research paper highlights the data mining techniques applied to mine
Mobile Simulation with applications for Serious Gaming
"... We discuss the design and development of an infrastructure for serious gaming applications using a formal Modeling and Simulation environment based on the DEVS formalism. The research uses the RISE simulation middleware services to build a serious game application that can be deployed on a mobile de ..."
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We discuss the design and development of an infrastructure for serious gaming applications using a formal Modeling and Simulation environment based on the DEVS formalism. The research uses the RISE simulation middleware services to build a serious game application that can be deployed on a mobile
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