Download Advances in Big Data: Proceedings of the 2nd INNS Conference by Plamen Angelov, Yannis Manolopoulos, Lazaros Iliadis, Asim PDF

By Plamen Angelov, Yannis Manolopoulos, Lazaros Iliadis, Asim Roy, Marley Vellasco

The e-book bargains a well timed photograph of neural community applied sciences as an important component to tremendous facts analytics structures. It promotes new advances and study instructions in effective and cutting edge algorithmic methods to studying great information (e.g. deep networks, nature-inspired and brain-inspired algorithms); implementations on diverse computing systems (e.g. neuromorphic, pictures processing devices (GPUs), clouds, clusters); and massive info analytics purposes to unravel real-world difficulties (e.g. climate prediction, transportation, power management). The publication, which reviews at the moment version of the hotels convention on substantial information, hung on October 23–25, 2016, in Thessaloniki, Greece, depicts an attractive collaborative experience of neural networks with great info and different studying technologies.

Show description

Read Online or Download Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece PDF

Similar greece books

Art and the Early Greek State (New Studies in Archaeology)

Widely recognized as an cutting edge determine in modern archaeology, Michael Shanks has written a not easy contribution to contemporary debates at the emergence of the Greek urban states within the first millennium BC. He translates the artwork and archaeological continues to be of Korinth to elicit connections among new city environments, international exchange, struggle, and the ideology of male sovereignty.

Philosophical Grounds of Rationality: Intentions, Categories, Ends

Predominantly identified for his influential contributions to the philosophy of language, H. P. Grice can also be a special thinker within the parts of ethics, metaphysics, and the philosophy of brain. whereas a few of these nineteen unique papers through top philosophers--among them, Donald Davidson, John Searle, and P.

Industrial Religion: The Saucer Pyres of the Athenian Agora

This examine specializes in the "saucer pyres," a chain of 70 deposits excavated within the residential and business components bordering the Athenian Agora. each one consisted of a shallow pit, its ground occasionally marked through heavy burning, with a votive deposit of pottery and fragments of burnt bone, ash, and charcoal.

The Cave of the Nymphs at Pharsalus: Studies on a Thessalian Country Shrine

Cave of the Nymphs at Pharsalus is the 1st book-length learn of 1 of Greece’s so much stated nymph sanctuaries. the quantity encompasses a revised catalog, broad new commentaries at the cave’s recognized inscriptions, and a first-time research of the site’s topographical and archaeological structure. sometimes called Alogopati or Karapla cave, the Pharsalian shrine holds a unique position between old nymph caves because the in basic terms such web site to add an inscribed poetic chronicle of the shrine’s beginning and its founder, the mysterious nymph worshipper Pantalces.

Additional info for Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece

Sample text

Acquiring linear subspaces for face recognition under variable lighting. IEEE Trans. Pattern Anal. Mach. Intell. 27(5), 684–698 (2005) 8. : Max-margin dictionary learning for multiclass image categorization. , Paragios, N. ) ECCV 2010. LNCS, vol. 6314, pp. 157–170. Springer, Heidelberg (2010). doi:10. 1007/978-3-642-15561-1 12 9. : Object recognition from local scale-invariant features. In: Proceedings of the 7th IEEE International Conference on Computer Vision, vol. 2, pp. 1150– 1157 (1999) 10.

In [5,6]), were evaluated on the presented IMPART dataset, using the IR metric and the K-Means++ algorithm [21] for frame clustering, as the main summarization method. Other clustering algorithms have been tested and shown to provide similar results. The method in [22] was employed for optical flow estimation. The Laplace operator was used for deriving the edge map image modality, after 3 × 3 median filtering for noise suppression. , the number of requested extracted key-frames per video, is a user-provided parameter which controls the grain of summarization.

Gr Abstract. A compact framework is presented for the description and representation of videos depicting human activities, with the goal of enabling automated large-volume video summarization for semantically meaningful key-frame extraction. The framework is structured around the concept of per-frame visual word histograms, using the popular Bag-of-Features approach. , frame clustering. In all cases, several image modalities are exploited (luminance, hue, edges, optical flow magnitude) in order to simultaneously capture information about the depicted shapes, colors, lighting, textures and motions.

Download PDF sample

Rated 4.06 of 5 – based on 19 votes