Fifteenth International Conference On Computer Applications (ICCA 2017): Recent submissions

  • Table of Contents of ICCA 2017 
    UCSY (University of Computer Studies, Yangon, 2017-02)
    Presents the table of contents page of the proceedings of the 15th International Conference on Computer Applications 2017
  • Detection the Urban Change Areas of Yangon City Using Landsat Time series Images 
    Aung, Thida; Sein, Myint Myint (Fifteenth International Conference on Computer Applications (ICCA 2017), 2017-02-17)
    Urban growth is the critical task for city planning of the developing country. It can estimate to know the increasing rate of the building area of the certain township during the specific year. The system proposes a ...
  • Robot Language Acquisition Based on Sequence-to-Sequence Learning 
    Thu, Ye Kyaw; Takabuchi, Kenta; Fukai, Kaisei; Iwahashi, Naoto; Kunishima, Takeo (Fifteenth International Conference on Computer Applications (ICCA 2017), 2017-02-16)
    Language acquisition for robot is a challenging topic in the artificial intelligence research area and essential for natural communication between robot and human. In this paper, we proposed language acquisition ...
  • Cross-modal Sentiment Information Expression of Voice Source Characteristics using Image Texture Features 
    Kyaw, Win Thuzar; SAGISAKA, Yoshinori (Fifteenth International Conference on Computer Applications (ICCA 2017), 2017-02-16)
    Following the successful findings of high correlations between speech and color such as F0 and Value, Loudness and Saturation and Spectrum and Hue, we analyzed the correlations between voice source characteristics and ...
  • Building HMM-SGMM Continuous Automatic Speech Recognition on Myanmar Web News 
    Mon, Aye Nyein; Pa, Win Pa; Thu, Ye Kyaw (Fifteenth International Conference on Computer Applications (ICCA 2017), 2017-02-16)
    Myanmar language is a tonal and analytic language. It can be considered as an under-resourced language because of its linguistic resource availability. Therefore, speech data collection is a very challenging task in ...
  • Reordering Model with Recurrent Neural Networks for Myanmar- English Statistical Machine Translation 
    Nyein, May Kyi; Soe, Khin Mar (Fifteenth International Conference on Computer Applications (ICCA 2017), 2017-02-16)
    Word reordering is a problematic issue for language pairs with significantly different word orders, such as the translation between a subject-verb-object (SVO) language and a subject-object-verb (SOV) language. When ...
  • Improving English-to-Myanmar Statistical Machine Translation by using Recurrent Neural Network Language Model and Hierarchical Reordering 
    Zin, May Myo; Soe, Khin Mar (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    In this paper, a comparison between neural based network that adopts Recurrent Neural Network (RNN) language model and statistical based one with N-gram language model is conducted for English-to- Myanmar phrase-based ...
  • Exploring Features for Myanmar Named Entity Recognition 
    Mo, Hsu Myat; Nwet, Khin Thandar; Soe, Khin Mar (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Named Entity Recognition (NER) is the task of classifying or labeling atomic elements in the text into predefined sets of named entity categories such as Person, Location, Organization or Number. NER is also a crucial ...
  • Finite-state Approach based Myanmar Morphological Analysis 
    Latt, Tin Myo; Thida, Aye (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Morphological analysis (MA) is needed in any Natural Language Processing (NLP) Application. It means taking a word as input and identifying the stem and affix. MA provides information about a word’s semantics and the ...
  • A study in explaining unseen words in Indonesian using analogical clusters 
    Fam, Rashel; Lepage, Yves; Gojali, Susanti; Purwarianti, Ayu (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Abstract We propose a pipeline to explain, on the level of form, the unseen words contained in an Indonesian test set, by using analogical clusters. Analogical clusters are extracted from a training set by relying on ...
  • English-to-Myanmar Statistical Machine Translation Using a Language Model on Part-of-Speech in Decoding 
    Aye, Hnin Thu Zar; Ding, Chenchen; Pa, Win Pa; Nwet, Khin Thandar; Utiyama, Masao; Sumita, Eiichiro (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    In this study, we investigate English-to-Myanmar statistical machine translation (SMT) by using part-of-speech (POS) as linguistic inform-ation which is valuable for statistical machine translation systems to extract ...
  • Automatic Myanmar News Classification 
    Nwet, Khin Thandar; Khine, Aye Hnin; Soe, Khin Mar (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Text classification is one of the major tasks of natural language processing and included in the interesting research areas of text data mining, which is about looking for patterns in natural language text. This ...
  • Firewall Application for ONOS SDN Controller 
    Oo, Nan Haymarn; Maw, Aung Htein (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Firewall provides filtering packets among network devices according to the security policy. As the firewall is an essential devices in traditional network, it is also a crucial application in the security of modern ...
  • Study on Segment Routing in Software Defined Networking 
    Win, May Thu Zar; Maw, Aung Htein; Mya, Khin Than (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Segment Routing (SR) is an emerging technology to enforce the effective routing strategies without relying on signaling protocols. SR only needs to define the path information through the network at the ingress device ...
  • Hybrid Intrusion Detection System Design for Advanced Threats 
    Htwe, Thet Thet; Kham, Nang Saing Moon (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Due to the increase in the use of internet and rise in number of network attacks, intrusion detection has become significant research issue. The objective of this work is to propose a hybrid intrusion detection system ...
  • Large Flow Detection and Delay Measuring for Multipath Routing over SDN 
    Zaw, Hnin Thiri; Maw, Aung Htein (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    The traditional single path routing can cause imbalanced link utilization and is not efficient for all traffic types such as long-lived large flows. Moreover, it can lead to low network throughput and high network ...
  • Enhancing Recovery Scheme in Software-Defined Network using Segment Routing 
    Mon, Ohnmar Min; Win, Tha Pyay; Mon, May Thida (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Software-Defined Networking (SDN) based architectures, such as Open Flow, offer a chance to design such a control plane. The SDN controller performs all complex functions, including routing and security checks. Segment ...
  • Comparative Study of Big Data Predictive Analytics Frameworks 
    Win, Nay Aung Soe; Thwin, Mie Mie Su (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Big data in terms is the huge volume of data that is difficult to be processed, handled and managed. The term big data is an emerging trend where a number of researches and data scientists are carried out for data ...
  • Improved Data Security Using Video Steganography with Time Limited Password 
    Nyo, Hnin Lai; Hlaing, Aye Su (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    In the era of fast information interchange, video Steganography and data hiding techniques have become essential tool for information security and secret communications. Steganography is the science of embedding secret ...
  • Proposed ApplicableFramework for Extracting Rootkits Features and Clustering through Dynamic Analysis for Incident Handling Systems 
    San, Cho Cho; Thwin, Mie Mie Su (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Today’s threats have become complex multi-module systems using sophisticated techniques to target and attack vulnerable systems. The use of rootkits and rootkit technologies in malware and cybercrime is increasing. To ...

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