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ORCIDiiWAS 2023: Denpasar, Bali, Indonesia
- Pari Delir Haghighi, Eric Pardede, Gillian Dobbie
, Vithya Yogarajan, Ngurah Agus Sanjaya Er, Gabriele Kotsis, Ismail Khalil:
Information Integration and Web Intelligence - 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4-6, 2023, Proceedings. Lecture Notes in Computer Science 14416, Springer 2023, ISBN 978-3-031-48315-8
Business Data and Applications
- Markus Bertl, Toomas Klementi, Gunnar Piho, Peeter Ross, Dirk Draheim:
How Domain Engineering Can Help to Raise Adoption Rates of Artificial Intelligence in Healthcare. 3-12 - Rohan Deshamudre, Seyed Sahand Mohammadi Ziabari, Marc van Houten:
Enhancing AI Adoption in Healthcare: A Data Strategy for Improved Heart Disease Prediction Accuracy Through Deep Learning Techniques. 13-19 - Saijal Shahania, Myra Spiliopoulou, David Broneske:
WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage. 20-26 - Lukas König, Martin Pirker, Herfried Geyer, Michael Feldmann, Simon Tjoa, Peter Kieseberg:
DISA - A Blockchain-Based Distributed Information Security Audit. 27-34 - Dominic Desmond Anil Abraham Emmanuel, Swee Chuan Tan, Priyanka Gupta:
Analysing Online Review by Bank Employees: A Predictive Analytics Approach. 35-42 - Alberto Cortina Eduarte, Jácome Costales Ballesteros, José Antonio García Fuentes, Marcin Mazurek, Ioan Cristian Schuszter:
Optimizing Visit Booking at CERN: A Drools-Based Approach. 43-48 - Nana Ota, Yu Suzuki:
A Label Aggregation Method Using Worker Quality in Crowdsourcing. 49-55 - Tirana Noor Fatyanosa, Mahendra Data, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, Israel Mendonça, Masayoshi Aritsugi:
ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series. 56-61 - Ioannis Nikolaou, Leonidas G. Anthopoulos:
Smart Cities as Hubs: Navigating the Smart City Data Providers Landscape. 62-67 - Nhat Nguye Hung, Khoa Tran Dang, Nguyen M. Triet, Hong Khanh Vo, Bao Q. Tran, Khiem Huynh Gia, Phuc Nguyen Trong, Hieu M. Doan, Loc Van Cao Phu, Quy T. Lu, The Anh Nguyen, Q. N. Hien, Bang Le Khanh, Ngan N. T. Kim, Ha Xuan Son, Huong Hoang Luong:
Revolutionizing Real Estate: A Blockchain, NFT, and IPFS Multi-platform Approach. 68-73
Data Management
- Amel Hidouri, Badran Raddaoui, Saïd Jabbour:
Towards a Unified Symbolic AI Framework for Mining High Utility Itemsets. 77-91 - Kosuke Yamasaki, Toshiyuki Amagasa:
RDF Data Partitioning for Efficient SPARQL Query Processing with Spark SQL. 92-106 - Zi-Yu Khoo, Jonathan Sze Choong Low, Stéphane Bressan:
A Comparative Evaluation of Additive Separability Tests for Physics-Informed Machine Learning. 107-120 - Jaroslav Pokorný:
Data Integration in a Multi-model Environment. 121-127 - I Made Satria Bimantara, Ngurah Agus Sanjaya Er, Diana Purwitasari:
Character Entity Recognition Using Hybrid Binary-Particle Swarm Optimization and Conditional Random Field on Balinese Folklore Text. 128-133 - Sijo Arakkal Peious, Rahul Sharma, Minakshi Kaushik, Mahtab Shahin, Dirk Draheim:
On Observing Patterns of Correlations During Drill-Down. 134-143
Deep and Machine Learning
- Ramona Tolas, Raluca Portase, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea:
Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-Appliance Generated Data. 147-161 - Tahzib-E.-Alindo, Pranto Kubi, Anika Islam, Md. Amir Hozaifa Bin Zaher, Shamim Hasnat Ripon:
A Deep Learning-Based Technique to Determine Various Stages of Alzheimer's Disease from 3D Brain MRI Images. 162-175 - William Jones Beckhauser, Renato Fileto:
Churn Prediction in Enterprises with High Customer Turnover. 176-191 - Zhongmin Zhang, Shengli Wu:
Data Fusion Performance Prophecy: A Random Forest Revelation. 192-200 - Zi-Yu Khoo, Gokul Rajiv, Abel Yang, Jonathan Sze Choong Low, Stéphane Bressan:
Celestial Machine Learning - Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI Feynman. 201-207 - Shamim Ripon, Tashfia Choudhury, Shabrina Akter Shara, Sharmin Sharkar Rima, Shaolin Jahan Aume:
Deep Learning Based Emotion Recognition Using EEG Signal. 208-213
Generative AI
- Tomohiro Ishii, Yoshiyuki Shoji, Takehiro Yamamoto, Hiroaki Ohshima, Sumio Fujita, Martin J. Dürst:
Generating Fine-Grained Aspect Names from Movie Review Sentences Using Generative Language Model. 217-232 - Muhammad Haseeb U. R. Rehman Khan, Kei Wakabayashi:
Reducing Human Effort in Keyphrase-Based Human-in-the-Loop Topic Models: A Method for Keyphrase Recommendations. 233-248 - Tensho Miyashita, Yoshiyuki Shoji, Sumio Fujita, Martin J. Dürst:
Movie Keyword Search Using Large-Scale Language Model with User-Generated Rankings and Reviews. 249-255 - Masaya Sueyoshi, Akiyo Nadamoto:
Extraction News Components Methods for Fake News Correction. 256-261
Image Data and Knowledge Graph
- Tsukasa Hirano, Yoshiyuki Shoji, Takehiro Yamamoto, Martin J. Dürst:
Buy Eye-Mask Instead of Alarm Clock!: Graph-Based Approach to Identify Functionally Equal Alternative Products. 265-279 - Jeffrey Soar, Shu Lih Oh, Hui Wen Loh, Aletha Ward, Ekta Sharma, Ravinesh C. Deo, Prabal Datta Barua, Ru San Tan, Eliezer Rinen, U. Rajendra Acharya:
Deep Image Analysis for Microalgae Identification. 280-292 - Pei-Yu Hou, Jing Ao, Kara Schatz, Alexey V. Gulyuk, Yaroslava G. Yingling, Rada Chirkova:
Provenance-Aware Data Integration and Summarization Querying for Knowledge Graphs. 293-308 - Yuuki Ohmroi, Hiroyuki Kitagawa, Toshiyuki Amagasa, Akiyoshi Matono:
Integration of Knowledge Bases and External Information Sources via Magic Properties and Query-Driven Entity Linking. 309-324 - Sonia Khetarpaul, Dolly Sharma, Somya Ranjan Padhi, Saurabh Mishra:
Enhancing Taxi Placement in Urban Areas Using Dominating Set Algorithm with Node and Edge Weights. 325-338 - Ryuichi Yagi, Yuma Naoi, Hiroaki Shiokawa:
Fast Correlated DNA Subsequence Search via Graph-Based Representation. 339-347 - Shohei Matsugu, Hiroaki Shiokawa:
Efficient Maximum k-plex Search via Selective Branch-and-Bound. 348-357 - Hasan M. Jamil, Stephen A. Krawetz, Alexander Gow:
Automatic Hypotheses Testing Over Heterogeneous Biological Databases Using Open Knowledge Networks. 358-364
Recommendation Systems
- Ritu Chaturvedi, Christie I. Ezeife, Md. Burhan Uddin:
Using Derived Sequential Pattern Mining for E-Commerce Recommendations in Multiple Sources. 367-381 - Yuto Sakai, Qiang Ma:
Taste Representation Learning Toward Food Recommendation Balancing Curiosity and Comfort. 382-397 - Yahya Bougteb, Elyazid Akachar, Brahim Ouhbi, Bouchra Frikh:
Tag2Seq: Enhancing Session-Based Recommender Systems with Tag-Based LSTM. 398-407 - Hasan M. Jamil, Tyler Bland, Evanthia Bernitsas, Nancy Carr, Derrick Phillips, Farjahan R. Shawon, Berhane Seyoum, Alexander Gow:
ClinLearning: An Online Clinical Tutoring and Crowdsourced Treatment Recommendation System. 408-413
Similarity Measure and Metric
- Saffiya Ebrahim, Maureen Tanner:
The Actualization of TikTok Affordances to Challenge Female Unrealistic Standards of Beauty. 417-430 - Nachiket Deo, Joyanta Basak, Ahmed Soliman, Daniel Weinberg, Rebecca C. Steorts, Sanguthevar Rajasekaran:
Novel Blocking Techniques and Distance Metrics for Record Linkage. 431-446 - Vanha Tran, Duyhai Tran, Anhthang Le, Trongnguyen Ha:
Efficiently Discovering Spatial Prevalent Co-location Patterns Without Distance Thresholds. 447-463 - Yuma Naoi, Hiroaki Shiokawa:
Boosting Similar Compounds Searches via Correlated Subgraph Analysis. 464-477 - Yuma Yasuda, Hiroaki Shiokawa:
Efficient Similarity Searches for Multivariate Time Series: A Hash-Based Approach. 478-490
Topic and Text Matching
- Jan Vellmer, Peter Mandl, Tobias Bellmann, Maximilian Balluff, Manuel Weber, Alexander Döschl, Max-Emanuel Keller:
A Machine Learning Approach to Enterprise Matchmaking Using Multilabel Text Classification Based on Semi-structured Website Content. 493-509 - Rina Trisminingsih, Salman Ahmed Shaikh, Toshiyuki Amagasa, Hiroyuki Kitagawa, Akiyoshi Matono:
TraPM: A Framework for Online Pattern Matching Over Trajectory Streams. 510-525 - Yuki Kuwabara, Yu Suzuki:
Attention Based Stopword Generation for Neural Network Based Text Processing. 526-540 - Yuna Saka, Yoshiyuki Shoji, Hiroaki Ohshima, Kouzou Ohara:
Digital Index Card Creation and Management for Memorizing What You See on the Web. 541-546 - Vlad-Andrei Negru, Camelia Lemnaru, Rodica Potolea:
Multitask, Cross-Lingual Recipe Classification Using Joint Fine-Tuning Mechanisms. 547-552
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