Programming by Examples (PBE) involves synthesizing intended programs in an underlying domain-specific language from examplebased specifications. PBE systems are already revolutionizing the application domain of data wrangling and are set to significantly impact several other domains including code refactoring. There are three key components in a PBE system. (i) A search algorithm that can effi...

We propose a framework which ports Dirichlet Gaussian mixture model (DPGMM) based labels to deep neural network (DNN). The DNN is used to extract a low-dimensional unsupervised speech representation, named as unsupervised bottleneck feature (uBNF), which captures considerable information for sound cluster discrimination. We investigate the performance of uBNF in query-by-example spoken term det...

Over the past years there is continuous involvement in field of Machine Learning. There are different applications which help common man to tackle with different languages all over the world. Then also there are many challenges faced in this filed and building the applications. The paper gives the brief description about the concept in machine translation, the challenges involved and our way of...

We introduce a Query-by-Example (QbE) application for smart-phone devices that implements a recently proposed memory-efficient dynamic programming algorithm [1] for the task of keyword search. The application compares acoustic keywords with the audio input from the microphone and reacts to detected keywords with actions in the phone. These keywords are recorded by the user, who also defines wha...

Language Issues An Object-Oriented Command Language ............................................ R. T. Snodgrass 1 A Symbol Table Abstraction to Implement Languages with Explicit Scope Control . . R. P. Cook and T. J. LeBlanc 8 Simulation of Procedure Variables Using Ada Tasks ......................... D. A. Lamb and P. N. Hilfinger 13 Language Features for Access Control .........................

The management of big databases of three-dimensional models (used in CAD applications, visualisation, games, etc.) is a very important domain. The ability to characterise and easily retrieve models is a key issue for the designers and the final users. In this frame, two main approaches exist: search by example of a three-dimensional model, and search by a 2D view or photos. In this paper, we pr...

Operators for geographical databases can be classified into two categories: thematic-oriented operators and network-oriented operators. Thematic-oriented operators are based on geometric representations (e.g., intersection, inclusion, adjacency). Network-oriented operators are based on graph manipulations whatever the geometric representation is (e.g., a transitive closure of a graph). In this ...

Unlike traditional database management systems, in multimedia databases that support content-based retrieval over multimedia objects, it is di cult for users to express their exact information need directly in the form of a precise query. A typical interface supported by content-based retrieval systems allows users to express their query in the form of examples of objects similar to the ones th...

This chapter describes programming by example (PBE) techniques to automate daily Web browsing tasks. A number of research efforts have tried to solve two major problems of PBE: difficulties in inferring user intent behind examples and low accessibility to application’s internal data. However, these problems can be avoided in the Web-browsing domain, and practical PBE systems can be developed. I...