Cities are producing and collecting massive amount of data from various sources such as transportation network, energy sector, smart homes, tax records, surveys, LIDAR data, mobile phones sensors etc. All of the aforementioned data, when connected via the Internet, fall under the Internet of Things (IoT) category. To use such a large volume of data for potential scientific computing benefits, i...

The dataset presented in this paper constitutes one of the outcomes of RÉPENER, a research project co-funded by the Spanish National RDI plan. It contains integrated information of the Spanish territory regarding energy certification, building monitoring, and geographical data. The integration has been carried out by means of semantic technologies. The adherence to the Linked Data principles gu...

The number of bandwidth-hungry applications and services is constantly growing. HTTP adaptive streaming of audio-visual content accounts for the majority of today’s internet traffic. Although the internet bandwidth increases also constantly, audio-visual compression technology is inevitable and we are currently facing the challenge to be confronted with multiple video codecs. This paper propose...

With the increasing performance of machine learning techniques in the last few years, the computer vision and robotics communities have created a large number of datasets for benchmarking object recognition tasks. These datasets cover a large spectrum of natural images and object categories, making them not only useful as a testbed for comparing machine learning approaches, but also a great res...

Figure 1. Samples of some of the datasets that we used in this analysis. From top to bottom: MNIST [1], MNIST-rotated [2], MNIST-random-background [2], MNIST-rotated-background [2], Google street view house numbers [3], Char 74k English [4], Char 74k Kannada [4]. Last two rows, first five from left are CIFAR 10 and the rest are Caltech101 [5, 6]. The bottom row is the colonoscopy dataset. We us...

This paper describes Symphony Lake Dataset, 121 visual surveys of an approx. 1.3 km lakeshore in Metz, France. Different from roadway datasets, it adds breadth to the space at a time when larger and more diverse datasets are desired. Over 5 million images from an unmanned surface vehicle captured the natural environment as it evolved over three years. Variation in appearance across weeks, seaso...

Wikipedia is the largest encyclopedia worldwide and is frequently updated by thousands of collaborators. A large part of the knowledge in Wikipedia is not static, but frequently updated, e.g., political events or new movies. This makes Wikipedia an extremely rich, crowdsourced information hub for events. However, currently there is no structured and standardised way to access information on tho...

The Primary Health Care Specialist Group (PHCSG) has long held a view that the 'dataset mentality' apparent in some parts of the National Health Service (NHS) represents a barrier to the proper use of information systems directly to support clinicians and other frontline staff at the point of care. 1–3 However, the Group has been remiss in failing to explain properly why we take this position a...

This article presents a robotic dataset collected from the largest underground copper mine in the world. The sensor measurements from a 3D scanning lidar, a 2D radar, and stereo cameras were recorded from an approximately two kilometer traverse of a production-active tunnel. The equipment used and the data collection process is discussed in detail, along with the format of the data. This datase...

Background: Our aim was to simulate the data for the QTLMAS2011 workshop following a pig-type family structure under an oligogenic model, each QTL being specific. Results: The population comprised 3000 individuals issued from 20 sires and 200 dams. Within each family, 10 progenies belonged to the experimental population and were assigned phenotypes and marker genotypes and 5 belonged to the sel...