2017 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)

26-28 June 2017

Filter Results

Displaying Results 1 - 25 of 115
  • Table of contents

    Publication Year: 2017, Page(s):xi - xvi
    Request permission for commercial reuse | PDF file iconPDF (49 KB)
    Freely Available from IEEE
  • [Front cover]

    Publication Year: 2017, Page(s):1 - 2
    Request permission for commercial reuse | PDF file iconPDF (194 KB)
    Freely Available from IEEE
  • [Title page]

    Publication Year: 2017, Page(s):1 - 2
    Request permission for commercial reuse | PDF file iconPDF (38 KB)
    Freely Available from IEEE
  • Organizing committee

    Publication Year: 2017, Page(s):v - vi
    Request permission for commercial reuse | PDF file iconPDF (25 KB)
    Freely Available from IEEE
  • Message from general chair

    Publication Year: 2017, Page(s): vii
    Request permission for commercial reuse | PDF file iconPDF (20 KB)
    Freely Available from IEEE
  • Message from conference chair

    Publication Year: 2017, Page(s): viii
    Request permission for commercial reuse | PDF file iconPDF (19 KB)
    Freely Available from IEEE
  • Message from program chairs

    Publication Year: 2017, Page(s): ix
    Request permission for commercial reuse | PDF file iconPDF (20 KB)
    Freely Available from IEEE
  • Intelligent and immersive systems for mass education: Keynote address

    Publication Year: 2017, Page(s): 1
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (52 KB)

    Society is facing a significant educational challenge in future, if predictions such as those around job automation are fully realised. However, whilst technology is transforming society at an ever increasing pace, little has changed at the heart of how we educate people, which will become increasingly important for reskilling and upskilling the population as they progress through multiple careers... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Smart farming: ICT based agriculture: Keynote address

    Publication Year: 2017, Page(s): 3
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (52 KB)

    Recently, agriculture has developed remarkably. In recent years, the South Korean government has provided a lot of support for smart agriculture. So, South Korean smart farming industry is making a lot of progress lately. Due to the aging population of farmers in the world, governments of developed country are making strenuous efforts to resolve several agricultural problems through smart farming.... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Weighted distance grey wolf optimization with immigration operation for global optimization problems

    Publication Year: 2017, Page(s):5 - 9
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (324 KB) | HTML iconHTML

    The proposed algorithm presents a solution to improve the grey wolf optimizer performance using weighted distance and immigration operation. The weight distance is used for the omega wolves movement is defined from fitness value of each leader (alpha, beta and delta). The traditional grey wolf algorithm has only one pack and has opportunity to trap in local optimum so the wolves in our proposed al... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Primate swarm algorithm for continuous optimization problems

    Publication Year: 2017, Page(s):11 - 15
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (220 KB) | HTML iconHTML

    In primate life, there are a number of various social behavior, such as communication among members in a group, and food sharing, which are vital to maintain their survival. Similar to those of Swarm Intelligence, such as ant colony optimization, the behavior of primates motivates us to develop an algorithm with the aim of solving continuous problems. Our algorithm is inspired by the behavior of t... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A three-ratio SACRO-based particle swarm optimization with local search scheme for the multidimensional knapsack problem

    Publication Year: 2017, Page(s):17 - 22
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (252 KB) | HTML iconHTML

    This study proposes a novel particle swarm optimization (PSO) to solve the multidimensional knapsack problem (MKP). This novel PSO is composed of a new three-ratio self-adaptive check and repair operator (SACRO) idea and a hill-climbing local search scheme. The SACRO idea was first proposed in 2015 and originally utilized only two dynamic ratios (namely, profit/weight utility and profit density) i... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Nature-inspired optimization method: Hydrozoan algorithm for solving continuous problems

    Publication Year: 2017, Page(s):23 - 28
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (276 KB) | HTML iconHTML

    In this article, a new optimization algorithm that is inspired by the biology of hydrozoa (HA) is proposed. Our aim was to develop an algorithm that is based on the regeneration and transplantation processes of hydrozoa for finding the best solutions for continuous optimization problems. Basically, HA follows the same general processes of evolutionary algorithm; however, its distinctive processes ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A scheme of criminal law knowledge acquisition using ontology

    Publication Year: 2017, Page(s):29 - 34
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (410 KB) | HTML iconHTML

    This paper proposes an acquisition schema of Thai criminal code. Since the application of criminal law concerns many legal elements in the written code, it causes the misinterpretation and the wrong conclusion for the legal case. Our acquisition scheme attached with a knowledge base is designed and developed in order to facilitate users and make better understanding. The legal domain expertise is ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Medical concept extraction: A comparison of statistical and semantic methods

    Publication Year: 2017, Page(s):35 - 38
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (195 KB) | HTML iconHTML

    The goal of medical concept extraction is to identify phrases that refer to medical concepts of interest such as problems, treatments and tests from medical documents. In this study, three types of medical concept extraction models are developed and then compared them. The first concept extraction task is mainly based upon semantic features obtained from a domain-knowledge based method using MetaM... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Intelligent integrated coking flue gas indices prediction

    Publication Year: 2017, Page(s):39 - 45
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (704 KB) | HTML iconHTML

    Focus on the first China domestic coking flue gas desulfurization and denitriation integrated device, in order to solve the problem that the entrance parameters fluctuate and a detection lag exists due to the upstream coking workshop, which is extremely unfavorable to the optimal control of desulfurization and denitriation process. An intelligent integrated prediction model of flue gas SO2 concent... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A new hybrid model of PSO and DE algorithm for data classification

    Publication Year: 2017, Page(s):47 - 51
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (248 KB) | HTML iconHTML

    This paper presents a new hybrid HPSO-DE classification algorithm that combines the advantages of particle swarm optimization algorithm and differential evolution algorithm. Major improvements achieved by this combination are 1) flight improvement - flight behaviors are more and better diversified because each of the top 3 particles gets put into 3 different groups of the rest and then each group ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Alleviating adversarial attacks via convolutional autoencoder

    Publication Year: 2017, Page(s):53 - 58
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1386 KB) | HTML iconHTML

    In order to defend adversarial attacks in computer vision models, the conventional approach arises on actively incorporate such samples into the training datasets. Nonetheless, the manual production of adversarial samples is painful and labor intensive. Here we propose a novel generative model: Convolutional Autoencoder Model to add unsupervised adversarial training, i.e., the production of advers... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Text mining and pattern clustering for relation extraction of breast cancer and related genes

    Publication Year: 2017, Page(s):59 - 63
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (443 KB) | HTML iconHTML

    With the number increase of biomedical literatures, biomedical relation extraction discovery from the literature represents a new challenge for researchers in recent years. Then, a system that automatically extracts the related genes to the targeted disease is required. In this paper, we explore text mining and pattern clustering for relation extraction of breast cancer and related genes. It can b... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • A discrete firefly algorithm based on similarity for graph coloring problems

    Publication Year: 2017, Page(s):65 - 70
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (461 KB) | HTML iconHTML

    In this paper, we propose a novel non-hybrid discrete firefly algorithm (DFA) for solving planar graph coloring problems. The original FA handles continuous optimization problems only. To apply it to discrete problems, we should redefined the original FA over discrete space. In this work, we introduce a new algorithm based on Similarity and discretize FA directly without any other hybrid algorithm... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Condensed object representation with corner HOG features for object classification in outdoor scenes

    Publication Year: 2017, Page(s):77 - 82
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (381 KB)

    Nowadays, HOG (Histogram of Gradient) feature is extracted from the objects and using it in the classification tasks among the many visual application systems such as object tracking, action recognition and automated video surveillance. Most techniques of extraction HOG feature are based on cells and blocks. Although the HOG feature on cell and block are being robust for current visual systems, th... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Recovering camera motion from points and lines in stereo images: A recursive model-less approach using trifocal tensors

    Publication Year: 2017, Page(s):83 - 90
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1650 KB) | HTML iconHTML

    Estimating the 3-D motion of a moving camera from images is a common task in robotics and augmented reality. Most existing marker-less approaches make use of either points or lines. Taking the advantages of both kinds of features in an unknown environment is more attractive due to their availability and differences in characteristics. A novel model-less method is presented in this paper to tackle ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Estimating body condition score of cows from images with the newly developed approach

    Publication Year: 2017, Page(s):91 - 94
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (405 KB) | HTML iconHTML

    The Body Condition Score (BCS) is the level of energy reserves in many species, including dairy cattle. For the exact management on dairy farms, the judgment process of BCS is critically important. In this study, the implementation of newly developed approach to estimate body condition score is proposed. Back view images of the cow were used in this system. The area around the tailhead and left an... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Batch-based flash crowd relaxation in cloud-assisted P2P live streaming

    Publication Year: 2017, Page(s):95 - 100
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (838 KB) | HTML iconHTML

    This paper proposes a batch-based method to effectively relax the flash crowd in P2P live streaming systems with the aid of the cloud. The role of the cloud is two folds. The first one is to determine the concrete overlay structure of batches consisting of nodes waiting in the request queue which is restricted to be a multiple-spanning-tree. With this approach we could maximize the resource utiliz... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Trust establishment framework between SDN controller and applications

    Publication Year: 2017, Page(s):101 - 107
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (487 KB) | HTML iconHTML

    Software Defined Networks (SDNs) is a new network paradigm and is gaining significant attention in recent years. However, security remains a great challenge, though several improvements have been proposed. A key security challenge is the lack of trust between the SDN controller and the applications running atop the control plane. SDN controller can easily be attacked if these applications are mali... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.