{"id":2030,"date":"2020-09-03T13:46:53","date_gmt":"2020-09-03T13:46:53","guid":{"rendered":"https:\/\/icacsis.cs.ui.ac.id\/front\/?page_id=2030"},"modified":"2021-03-16T10:35:57","modified_gmt":"2021-03-16T10:35:57","slug":"2019_general_info-2-2","status":"publish","type":"page","link":"https:\/\/icacsis.cs.ui.ac.id\/front\/?page_id=2030","title":{"rendered":"2020_Accepted_Papers"},"content":{"rendered":"
\n
\n
\n

List of Accepted Papers ICACSIS 2020<\/strong> <\/h3>\n

 <\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Algorithms<\/h4>\n
    \n
  • A Practical Evaluation of Dynamic Time Warping in Financial Time Series Clustering<\/li>\n
  • Actual Causality in Contextual Abduction<\/li>\n
  • An Implementation of Area Skyline Query to Select Facilities Location Based On User\u2019s Preferred Surrounding Facilities<\/li>\n
  • Ballot-Polling Risk-Limiting Audit for Selection of Condorcet Winner<\/li>\n
  • D-PRESENT: A Lightweight Block Cipher with Dynamic Key-Dependent Substitution Boxes<\/li>\n
  • Least Square Adversarial Autoencoder<\/li>\n
  • Minimal Explanations in ReLU-based Neural Network via Abduction<\/li>\n
  • Model Synthesis and Stochastic Automated Verification of Systems-of-Systems Dynamic Architectures<\/li>\n
  • Time Series Analysis on Earthquakes Using EDA and Machine Learning<\/li>\n
  • Time Series Forecasting by Hybrid Soft Computing Model<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
    \n
    \n

    Bioinformatics and Biomedical Applications<\/h4>\n
      \n
    • Adverse Drug Reactions Prediction Using Multi-Label Linear Discriminant Analysis and Multi-label Learning<\/li>\n
    • Deep Learning for Analysing Thyroid Nodule Malignancy Based on the Composition Characteristic of the Ultrasonography Images<\/li>\n
    • Drug-Target Interaction Prediction in Coronavirus Disease 2019 Case Using Deep Semi-Supervised Learning Model<\/li>\n
    • Melanoma Skin Cancer Detection Using Deep Learning and Advanced Regularizer<\/li>\n
    • Morpho-Geometrical Feature Extraction of Thin Blood Smear Microphotograph for Malaria Plasmodia Species and Life Stage Determination<\/li>\n
    • Predicting The Molecular Structure Relationship and The Biological Activity of DPP-4 Inhibitor Using Deep Neural Network with CatBoost Method as Feature Selection<\/li>\n
    • Single Nucleotide Polymorphism and Type 2 Diabetes Mellitus Phenotypes Association Using Gradient Boosting<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
      \n
      \n
      \n

      Internet of Things, Computer Network, and Security<\/h4>\n
        \n
      • A Low-Cost IoT Platform for Crowd Density Detection in Jakarta Commuter Line<\/li>\n
      • An Investigation into the Level Of Valence Offered By Different Pointing Devices Against Challenging Tasks<\/li>\n
      • Narrowband Internet of Things (NB-IoT) Based Soil Quality Monitoring System to Enhance Crop Yield<\/li>\n
      • Path Selection in Software Defined Network Data Plane Using Least Loaded Path<\/li>\n
      • Using Ensemble Learning Approach to Identify Rare Cyber-Attacks in Network Traf\ufb01c Data<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
        \n
        \n

        Data Mining and Information Retrieval<\/h4>\n
          \n
        • Data Annotation Label Selection of Inflectional Word Gestures for Indonesian Sign System known as SIBI (Sistem Isyarat Bahasa Indonesia)<\/li>\n
        • HASSO: A Highly-Automated Source Selection and Ordering System Based on Data Quality Factors<\/li>\n
        • Imbalanced Data Handling in Multi-Label Aspect Categorization using Oversampling and Ensemble Learning<\/li>\n
        • Integrated Data-Processing System using Content MathML as Formula Representation<\/li>\n
        • Proxy-Based and Pair-Based Losses for Face Image Retrieval<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
          \n
          \n
          \n

          Deep Learning<\/h4>\n
            \n
          • Activity Detection of Untrimmed CCTV ATM Footage Using 3D Convolutional Neural Network<\/li>\n
          • Deep Learning for Roasting Coffee Bean Quality Assessment Using Computer Vision in Mobile Environment<\/li>\n
          • Fall Detection on Multimodal Dataset using Convolutional Neural Network and Long Short Term Memory<\/li>\n
          • UniNet: Next Term Course Recommendation using Deep Learning<\/li>\n
          • Visual Question Answering for Monas Tourism Object using Deep Learning<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
            \n
            \n

            High-Performance Computing<\/h4>\n
              \n
            • Heterogeneous Parallel Critical Nodes Detection<\/li>\n
            • HiPAES: A Novel High-Performance Parallel AES<\/li>\n
            • Parallel Implementation in Case-based Reasoning Bankruptcy Prediction System<\/li>\n
            • SciFlow: A Composable Framework for Developing Scientific Workflows on HPC Clusters<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
              \n
              \n
              \n

              Image Processing<\/h4>\n
                \n
              • Active Contour Without Edge and Watershed for Follicle Detection in Ultrasound Image of Ovary<\/li>\n
              • An Introductory Study on Image Quality of Dehazed Images<\/li>\n
              • Depth Estimation from Single Hazy Images with 2-Phase Training<\/li>\n
              • Rice Grain Quality Determination Using Probabilistic Neural Networks<\/li>\n
              • Tourism Object Detection Around Monumen Nasional (Monas) Using YOLO and RetinaNet<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
                \n
                \n

                e-Commerce<\/h4>\n
                  \n
                • Analysis of Internal and External Factors Affecting Online Privacy Concern in e-Commerce Comparative Study by Gender<\/li>\n
                • Analysis of The Effect of Social Support on Trust on Social Commerce and Its Impact on Intention to Purchase and Actual Purchase: Trust-Transfer Perspective<\/li>\n
                • Assessing e-Commerce Websites: Usability and Accessibility Study<\/li>\n
                • Hotel Revenue Manager Segmentation Based on Their Behavior and Motivation While Using Online Travel Agent Supplier System<\/li>\n
                • The Influence of Perceived Value and User Satisfaction on Flight Ticket Booking Application User Loyalty in Indonesia<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
                  \n
                  \n
                  \n

                  Enterprise<\/h4>\n
                    \n
                  • Blockchain Modeling for Traceability Information System in Supply Chain of Coffee Agroindustry<\/li>\n
                  • Critical Success Factors in Managing Project Using IS\/IT: Case Study for Projects in Indonesia During COVID-19 Pandemic<\/li>\n
                  • Impact of Strategic Alignment on Company Performance: An Approach based on PIS Design<\/li>\n
                  • Scrum Evaluation to Increase Software Development Project Success: A Case Study of Digital Banking Company<\/li>\n
                  • Usability, Accessibility and Vulnerability Evaluation of Pakistani and International Banking Websites \u2013 A Comparative Study<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
                    \n
                    \n

                    Information Systems<\/h4>\n
                      \n
                    • Bridging the .id Domain Purchase Intention with Website Channels: Factors Analysis Approach<\/li>\n
                    • Determinant Factors to Become Gig Worker in Online Course<\/li>\n
                    • Mutual Fund Usage Behaviour in Indonesia: Comparative Study of Investor Risk Profile Groups<\/li>\n
                    • Passengers Acceptance of Cashless Payment System for Public Bus Transportation System in Kigali City (Rwanda)<\/li>\n
                    • The Influence of Social Media Charitable Advertising Value on Prosocial Behavior using Moderating Effect of Income<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
                      \n
                      \n
                      \n

                      Machine Learning Applications<\/h4>\n
                        \n
                      • A Comparative Analysis of Clustering Methods used for Crime Zone Detection<\/li>\n
                      • Automated Prediction of Coronary Artery Disease using Random Forest and Na\u00efve Bayes<\/li>\n
                      • Inverse Distance Weighted Random Forests: Modeling Unevenly Distributed Non-Stationary Geographic Data<\/li>\n
                      • Performance Analysis of Deep Anomaly Detection Algorithms for Commercial Microwave Link Attenuation<\/li>\n
                      • Predicting Mineral Sites through Machine Learning Model of Buffer Zone Geophysical and Geochemical Trends<\/li>\n
                      • Sequential Pattern Mining for e-Commerce Recommender Systems<\/li>\n
                      • Site Selection of Retail Shop Based on Spatial Analysis and Machine Learning<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
                        \n
                        \n

                        Natural Language Processing<\/h4>\n
                          \n
                        • Hate Speech Detection in Indonesian Language Instagram<\/li>\n
                        • Hierarchical Transfer Learning for Text-to-Speech in Indonesian, Javanese, and Sundanese Languages<\/li>\n
                        • Legal Entity Recognition in Indonesian Court Decision Document Using Bi-LSTM and CRF Approach<\/li>\n
                        • Unpaired Abstract-to-Conclusion Text Style Transfer using CycleGANs<\/li>\n
                        • Vector-to-Sequence Models for Sentence Analogies<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
                          \n
                          \n<\/div>\n
                          \n
                          \n

                          Software Engineering<\/h4>\n
                            \n
                          • Development and Evaluation of M-Learning Application for Learning the Foundations of Islamic Knowledge<\/li>\n
                          • Development of Android-Based Counseling Application Using Open Unified Process (OpenUP)<\/li>\n
                          • Empirical Evaluation of the Impact of Refactoring on Software Coupling Attributes<\/li>\n
                          • Give2Share (G2S) Charity-Based Application<\/li>\n
                          • Web Development Student Character Achievement Index with a Combination Method of Rational Unified Process and Goal-Directed Design<\/li>\n<\/ul>\n<\/div>\n<\/div>\n
                            \n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"List of Accepted Papers ICACSIS 2020    Algorithms A Practical Evaluation of Dynamic […]","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-2030","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/pages\/2030","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2030"}],"version-history":[{"count":7,"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/pages\/2030\/revisions"}],"predecessor-version":[{"id":2224,"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=\/wp\/v2\/pages\/2030\/revisions\/2224"}],"wp:attachment":[{"href":"https:\/\/icacsis.cs.ui.ac.id\/front\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2030"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}