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ORCIDACIIDS 2017: Kanazawa, Japan
- Ngoc Thanh Nguyen, Satoshi Tojo, Le Minh Nguyen, Bogdan Trawinski:
Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10192, 2017, ISBN 978-3-319-54429-8
Applications of Data Science
- Nathan Kuo, Chun-Ming Chang, Kuan-Ta Chen:
Exploring Spatial and Social Factors of Crime: A Case Study of Taipei City. 3-13 - Nenekazi Nokuthala Penelope Mkuzangwe, Fulufhelo Vincent Nelwamondo:
A Fuzzy Logic Based Network Intrusion Detection System for Predicting the TCP SYN Flooding Attack. 14-22 - Sougata Deb:
Analytical Ideas to Improve Daily Demand Forecasts: A Case Study. 23-32 - Stephen Obakeng Moepya, Fulufhelo V. Nelwamondo, Bhekisipho Twala
:
Increasing the Detection of Minority Class Instances in Financial Statement Fraud. 33-43 - Firman Hartawan, Jarot S. Suroso:
Information Technology Services Evaluation Based ITIL V3 2011 and COBIT 5 in Center for Data and Information. 44-51
Artificial Intelligence Applications for E-services
- Bo-Yi Li, Chen-Shu Wang:
To Solve the TDVRPTW via Hadoop MapReduce Parallel Computing. 55-64 - Chen-Shu Wang, Shiang-Lin Lin, Jui-Yen Chang:
MapReduce-Based Frequent Pattern Mining Framework with Multiple Item Support. 65-74 - Chen-Ling Tai, Chen-Shu Wang:
Balanced k-Means. 75-82 - Wei-Feng Tung, Chun-Liang Pan:
An Optimal Farmland Allocation E-Service Deployment. 83-90
Automated Reasoning and Proving Techniques with Applications in Intelligent Systems
- Kai Shi, Hai Yu, Zhiliang Zhu, Jingde Cheng:
Anticipatory Runway Incursion Prevention Based on Inaccurate Position Surveillance Information. 93-104 - Noriaki Yoshiura:
The Relation Between Syntax Restriction of Temporal Logic and Properties of Reactive System Specification. 105-114 - Hongbiao Gao, Jingde Cheng:
Measuring Interestingness of Theorems in Automated Theorem Finding by Forward Reasoning: A Case Study in Peano's Arithmetic. 115-124 - Yuichi Goto, Hongbiao Gao, Jingde Cheng:
A Predicate Suggestion Algorithm for Automated Theorem Finding with Forward Reasoning. 125-134
Collective Intelligence for Service Innovation, Technology Opportunity, E-Learning and Fuzzy Intelligent Systems
- Kuo-Sui Lin, Jui-Ching Pan:
Modeling a Multi-criteria Decision Support System for Capital Budgeting Project Selection. 137-147 - Chao-Fu Hong, Mu-Hua Lin:
Innovative Diffusion Chance Discovery. 148-156 - Pen-Choug Sun, Chao-Fu Hong, Tsu-Feng Kuo, Rahat Iqbal:
Chance Discovery in a Group-Trading Model ─ Creating an Innovative Tour Package with Freshwater Fish Farms at Yilan. 157-169 - Hsiao-Fang Yang, Jia-Lang Seng:
Using Sentiment Analysis to Explore the Association Between News and Housing Prices. 170-179 - Chih-Chung Chiu, Kuo-Sui Lin:
Importance-Performance Analysis Based Evaluation Method for Security Incident Management Capability. 180-194
Intelligent Computer Vision Systems and Applications
- Katarzyna Gosciewska, Dariusz Frejlichowski:
Moment Shape Descriptors Applied for Action Recognition in Video Sequences. 197-206 - Hong Hai Le, Ngoc-Hoa Nguyen, Tri-Thanh Nguyen:
Automatic Detection of Singular Points in Fingerprint Images Using Convolution Neural Networks. 207-216 - Bo-Jhen Huang, Jun-Wei Hsieh, Chun-Ming Tsai:
Vehicle Detection in Hsuehshan Tunnel Using Background Subtraction and Deep Belief Network. 217-226 - Leszek J. Chmielewski, Arkadiusz Orlowski, Grzegorz Gawdzik:
Segment Counting Versus Prime Counting in the Ulam Square. 227-236 - Laksono Kurnianggoro, Wahyono, Kang-Hyun Jo:
Improving Traffic Sign Recognition Using Low Dimensional Features. 237-244 - M. Prashasthi, K. S. Shravya, Ankit Deepak, Manjunath Mulimani, Shashidhar G. Koolagudi:
Image Processing Approach to Diagnose Eye Diseases. 245-254 - Alfonso B. Labao, Prospero C. Naval Jr.:
Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network. 255-265 - Orcan Alpar, Ondrej Krejcar:
A New Feature Extraction in Dorsal Hand Recognition by Chromatic Imaging. 266-275 - Leszek J. Chmielewski, Arkadiusz Orlowski, Grzegorz Wieczorek, Katarzyna Smietanska, Jaroslaw Górski:
Testing the Limits of Detection of the 'Orange Skin' Defect in Furniture Elements with the HOG Features. 276-286
Intelligent Data Analysis, Applications and Technologies for Internet of Things
- Shu-Ching Wang, Shih-Chi Tseng, Shun-Sheng Wang, Kuo-Qin Yan:
Reaching Safety Vehicular Ad Hoc Network of IoT. 289-298 - Dima Alberg, Mark Last:
Short-Term Load Forecasting in Smart Meters with Sliding Window-Based ARIMA Algorithms. 299-307 - Chin-Ling Chen, Chong-Yan Liao, Rung-Ching Chen, Yung-Wen Tang, Tzay-Farn Shih:
Bus Drivers Fatigue Measurement Based on Monopolar EEG. 308-317 - Yung-Fa Huang, Yi-Hsiang Hsu, Chia-Chi Chang, Shing-Hong Liu, Ching-Chuan Wei, Tsung-Yu Yao, Chuan-Bi Lin:
An Improved Sleep Posture Recognition Based on Force Sensing Resistors. 318-327 - Fang-Chien Chai, Chun-Chih Lo, Mong-Fong Horng, Yau-Hwang Kuo:
Remaining Useful Life Estimation-A Case Study on Soil Moisture Sensors. 328-338
Intelligent Algorithms and Brain Functions
- Khuan Y. Lee, Emir Eiqram Hidzir, Muhd Redzuan Haron:
Neurofeedback System for Training Attentiveness. 341-350 - Artur Szymanski, Stanislaw Szlufik, Dariusz M. Koziorowski, Andrzej W. Przybyszewski:
Building Classifiers for Parkinson's Disease Using New Eye Tribe Tracking Method. 351-358 - Andrzej W. Przybyszewski, Stanislaw Szlufik, Piotr Habela, Dariusz M. Koziorowski:
Rules Found by Multimodal Learning in One Group of Patients Help to Determine Optimal Treatment to Other Group of Parkinson's Patients. 359-367
Intelligent Systems and Algorithms in Information Sciences
- Alena Lukasová, Martin Zácek, Marek Vajgl:
Reasoning in Formal Systems of Extended RDF Networks. 371-381 - Adam Barton, Eva Volná, Martin Kotyrba:
Big Data Filtering Through Adaptive Resonance Theory. 382-391 - Michal Witold Przewozniczek, Krzysztof Walkowiak, Michal Aibin:
The Effectiveness of the Simplicity in Evolutionary Computation. 392-402 - Miloslaw Chodacki:
Genetic Algorithm for Self-Test Path and Circular Self-Test Path Design. 403-412
IT in Biomedicine
- Janusz Pawel Kowalski, Bozena Birkenfeld, Piotr Zorga, Jakub Peksinski, Grzegorz Mikolajczak:
The Use of Tuned Shape Window for the Improvement of Scars Imaging in Static Renal Scintigraphy in Children. 415-423 - Nur Hainani Othman, Khuan Y. Lee, A. R. M. Radzol, Wahidah Mansor:
PCA-SCG-ANN for Detection of Non-structural Protein 1 from SERS Salivary Spectra. 424-433 - Wieslaw Wajs, Hubert Wojtowicz, Piotr Wais, Marcin Ochab:
Prediction of Arterial Blood Gases Values in Premature Infants with Respiratory Disorders. 434-444 - Jan Kubícek, Juraj Timkovic, Marek Penhaker, Martin Augustynek, Iveta Bryjova, Vladimir Kasik:
Extraction of Optical Disc Geometrical Parameters with Using of Active Snake Model with Gradient Directional Information. 445-454 - Jan Kubícek, Iveta Bryjova, Jan Valosek, Marek Penhaker, Martin Augustynek, Martin Cerný, Vladimir Kasik:
Segmentation of Vascular Calcifications and Statistical Analysis of Calcium Score. 455-464 - Ekta Shah, Pradipta Maji:
Rough Hypercuboid and Modified Kulczynski Coefficient for Disease Gene Identification. 465-474 - Orcan Alpar, Ondrej Krejcar:
Detection of Raynaud's Phenomenon by Thermographic Testing for Finger Thermoregulation. 475-484
Intelligent Technologies in the Smart Cities in the 21st Century
- Adam Sedziwy, Leszek Kotulski, Artur Basiura:
Enhancing Energy Efficiency of Adaptive Lighting Control. 487-496 - Krzysztof Malecki, P. Pietruszka, Stanislaw Iwan:
Comparative Analysis of Selected Algorithms in the Process of Optimization of Traffic Lights. 497-506 - Martina Husáková, Petr Tucník:
Knowledge Representation Framework for Agent-Based Economic Systems in Smart City Context. 507-516 - Katarzyna Ossowska, Liliana Szewc, Cezary Orlowski:
The Principles of Model Building Concepts Which Are Applied to the Design Patterns for Smart Cities. 517-530 - Aleksander Orlowski, Mariusz Marc, Jacek Namiesnik, Marek Tobiszewski:
Assessment and Optimization of Air Monitoring Network for Smart Cities with Multicriteria Decision Analysis. 531-538 - Kostas D. Karatzas, Nikos Katsifarakis, Cezary Orlowski, Arkadiusz Sarzynski:
Urban Air Quality Forecasting: A Regression and a Classification Approach. 539-548
Analysis of Image, Video and Motion Data in Life Sciences
- Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters. 551-560 - Ardian Yunanto, Iman Herwidiana Kartowisastro:
Diminishing Variant Illumination Factor in Object Recognition. 561-571 - Damian Peszor, Marzena Wojciechowska, Konrad Wojciechowski, Marcin Szender:
Fast Moving UAV Collision Avoidance Using Optical Flow and Stereovision. 572-581 - Sven Nõmm, Aaro Toomela, Ilia Gaichenja:
Towards the Notion of Average Trajectory of the Repeating Motion of Human Limbs. 582-591 - Wen-Hong Zhang, Teng-Hui Tseng, Chun-Ming Tsai:
Interfered Seals and Handwritten Characters Removal for Prescription Images. 592-601 - D. N. Filzah P. Damit, S. M. N. Arosha Senanayake, Owais Ahmed Malik, Nor Jaidi Tuah:
Neuromuscular Fatigue Analysis of Soldiers Using DWT Based EMG and EEG Data Fusion During Load Carriage. 602-612 - Agnieszka Michalczuk, Kamil Wereszczynski, Jakub Segen, Henryk Josinski, Konrad Wojciechowski, Artur Bak, Slawomir Wojciechowski, Aldona Drabik, Marek Kulbacki:
Manifold Methods for Action Recognition. 613-622 - Kamil Wereszczynski, Agnieszka Michalczuk, Jakub Segen, Magdalena Pawlyta, Artur Bak, Jerzy Pawel Nowacki, Marek Kulbacki:
Optical Flow Based Face Anonymization in Video Sequences. 623-631 - Henryk Josinski, Adam Switonski, Agnieszka Michalczuk, Konrad Wojciechowski, Jerzy Pawel Nowacki:
An Analysis of the Centre of Mass Behavior During Treadmill Walking. 632-640 - Adam Gonczarek, Piotr Klukowski, Maciej Drwal, Pawel Swiatek:
A Bayesian Framework for Chemical Shift Assignment. 641-649
Modern Applications of Machine Learning for Actionable Knowledge Extraction
- Mamta A. Rajnayak, Snigdha Moitra, Charu Nahata:
Traditional vs. Machine Learning Techniques: Customer Propensity. 653-663 - Waseem Ahmad, Muhammad Akhtaruzamman:
Analytics on the Impact of Leadership Styles and Leadership Outcome. 664-675 - Philip Bright, Waseem Ahmad, Uswa Zahra:
An Investigation into the Relationship of Strategic Planning Practices and Organizational Performance Using Advanced Data Mining Techniques. 676-687
Mathematics of Decision Sciences and Information Science
- Aleksei Y. Kondratev, Vladimir V. Mazalov:
A Ranking Procedure with the Shapley Value. 691-700 - Maciej Drwal:
Optimal Design of Robust Combinatorial Mechanisms for Substitutable Goods. 701-710 - Takashi Matsuhisa:
Communication and KP-Model. 711-720
Scalable Data Analysis in Bioinformatics and Biomedical Informatics
- Dariusz Mrozek, Artur Klapcinski, Bozena Malysiak-Mrozek:
Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures. 723-732 - Abdul Rahiman Anusha, S. S. Vinodchandra:
Probabilistic Neural Network Inferences on Oligonucleotide Classification Based on Oligo: Target Interaction. 733-740 - Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak:
Scalability of a Genomic Data Analysis in the BioTest Platform. 741-752 - Cam-Giang Tran-Thi, Marc Choisy, Jean-Daniel Zucker:
Quantifying the Effect of Metapopulation Size on the Persistence of Infectious Diseases in a Metapopulation. 753-764 - Krzysztof Fujarewicz, Sebastian Student, Tomasz Zielanski, Michal Jakubczak, Justyna Pieter, Katarzyna Pojda, Andrzej Swierniak:
Large-Scale Data Classification System Based on Galaxy Server and Protected from Information Leak. 765-773
Technological Perspective of Agile Transformation in IT organizations
- Wlodzimierz Wysocki, Cezary Orlowski, Artur Ziólkowski, Grzegorz Bocewicz:
Agents of RUP Processes Model for IT Organizations Readiness to Agile Transformation Assessment. 777-786 - Cezary Orlowski, Tomasz Deregowski, Milosz Kurzawski, Artur Ziólkowski:
Evaluation of Readiness of IT Organizations to Agile Transformation Based on Case-Based Reasoning. 787-797 - Cezary Orlowski, Tomasz Deregowski, Milosz Kurzawski, Artur Ziólkowski:
Building Dedicated Project Management Process Basing on Historical Experience. 798-810 - Gerard Wagenaar, Sietse Overbeek, Remko Helms:
Describing Criteria for Selecting a Scrum Tool Using the Technology Acceptance Model. 811-821
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