ICSC

Publications

2024

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models. ICSC (2024)
Yuki Ohkawa, Takafumi Nakanishi
Anomaly Detection Through Graph Autoencoder-Based Learning of Screenshot Image Logs. ICSC (2024)
Sven Helmer, Peter T. Wood, Manuel Stuefer
Optimism and Pessimism in Database Query Optimisation. ICSC (2024)
Taichi Ohno, Yusuke Hoshino, Takafumi Nakanishi
Temporal Analysis of Editorial Trends in Major Newspapers Following the Prime Minister's Speech. ICSC (2024)
Ayush Patel, Ramazan Aygun
Functional Validation of Supervised Learning Tasks for Reproducible Machine Learning. ICSC (2024)
Abha Moitra, Kit Siu, Paul Cuddihy, Daniel Russell, Eric Mertens, Dave Archer, Kevin Quick
Enabling Development of an Extensible, Multi-Perspective Ontology. ICSC (2024)
Mallika Boyapati, Ramazan Aygun
Semanformer: Semantics-aware Embedding Dimensionality Reduction Using Transformer-Based Models. ICSC (2024)
Sarah Alzahrani, Declan O'Sullivan
MetaMap: Facilitating Mapping Reuse and Lifecycle Documentation. ICSC (2024)
Johannes Schick, Marc Wagner, Wolfram-Manfred Lippe
Graphical and Textual Models Embedded in a Constructor-Driven Transformation. ICSC (2024)
Tomohiro Ogawa, Kango Yoshioka, Ken Fukuda, Takeshi Morita
Prediction of actions and places by the time series recognition from images with Multimodal LLM. ICSC (2024)
Teena Kumari, Abdur Rakib, Arkady B. Zaslavsky, Hesamaldin Jadidbonab, Valeh Moghaddam
A Context-Aware Framework for Analysing Automotive Vehicle Security. ICSC (2024)
Maria G. Lima Damasceno, Renata Kellen Gomes Dos Reis, Caio B. Bezerra De Souza, Jussif J. Abularach Arnez, Tarcisio Fernandes
An Open Source Application for Data Processing and Analysis of Mobile Networks over IP Multimedia Subsystem (IMS). ICSC (2024)
Aleksandr Perevalov, Andreas Both, Mike Scherfner
Towards Automated Semantics-Driven Web Service Composition: Case Study on Question Answering Systems. ICSC (2024)
ZongXu Li, Ajay Dhruv, Vijal Jain
Ethical Considerations in the Use of AI for Higher Education: A Comprehensive Guide. ICSC (2024)
Matthew Johnson, Jeanette A. Stingone, Sofia Bengoa, James Masters, Deborah L. McGuinness
Complex Semantic Tabular Interpretation using SDD-Gen. ICSC (2024)
Pardis Ghaziamin, Kairavi Bajaj, Nizar Bouguila, Zachary Patterson
A Privacy-Preserving Edge Computing Solution for Real-Time Passenger Counting at Bus Stops using Overhead Fisheye Camera. ICSC (2024)
Navya Makkena, Abm Rezbaul Islam, Cihan Varol, Min Kyung An
Urgency Detection in Social Media Texts Using Natural Language Processing. ICSC (2024)
Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning. ICSC (2024)
Basel Shbita, Craig A. Knoblock
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data. ICSC (2024)
Fabio Persia, Mouzhi Ge, Giovanni Pilato, Daniela D'Auria, Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
Leveraging DALI to Refine Route Planning by Dynamically Avoiding Risky POIs. ICSC (2024)
Ziwei Xu, Hiroya Takamura, Ryutaro Ichise
A Framework to Construct Financial Causality Knowledge Graph from Text. ICSC (2024)
Jeffrey Sardina, Luca Costabello, Christophe Guéret
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning. ICSC (2024)
Zeynep Karkiner, Begum Yaman, Begum Zengin, Feride Nursena Cavli, Mustafa Sert
ParsyBot: Chatbot for Baskent University Related FAQs. ICSC (2024)
Navin Kamuni, Sathishkumar Chintala, Naveen Kunchakuri, Jyothi Swaroop Arlagadda Narasimharaju, Venkat Kumar
Advancing Audio Fingerprinting Accuracy with AI and ML: Addressing Background Noise and Distortion Challenges. ICSC (2024)
Macedo Maia, Markus Endres
Investigating Questioner's Explicit Information Influences in Transformer-based Community Question Answering. ICSC (2024)
Julio Vizcarra, Shuichiro Haruta, Mori Kurokawa
Representing the Interaction between Users and Products via LLM-assisted Knowledge Graph Construction. ICSC (2024)
Tsukasa Hirano, Kengo Ozaki, Takeshi Morita
Prediction of Actions and Objects through Video Analysis Using Stepwise Prompt. ICSC (2024)
Saad Almohaimeed, Saleh Almohaimeed, Ladislau Bölöni
Transfer Learning and Lexicon-Based Approaches for Implicit Hate Speech Detection: A Comparative Study of Human and GPT-4 Annotation. ICSC (2024)
Takafumi Nakanishi
Detection of Latent Gender Biases in Data and Models Using the Approximate Generalized Inverse Method. ICSC (2024)
Ibraheem Taha, Matteo Lissandrini, Alkis Simitsis, Yannis E. Ioannidis
A Study on Efficient Indexing for Table Search in Data Lakes. ICSC (2024)
Gang Xu, Wenbo Zhang, Tao Wang
Enhancing Semantic Awareness in Knowledge Graph Embedding. ICSC (2024)
Alessia Fantini, Giovanni Pilato, Gianpaolo Vitale
Designing and Analyzing ChatGPT-based Different Interaction Protocols: a Psychologist Point of View. ICSC (2024)
18th IEEE International Conference on Semantic Computing, ICSC 2024, Laguna Hills, CA, USA, February 5-7, 2024 ICSC (2024)
Zachary Weinfeld, Lubomir Stanchev
Improving Document Classification by Integrating Human-Crafted Semantic Knowledge. ICSC (2024)
Navin Kamuni, Hardik Shah, Sathishkumar Chintala, Naveen Kunchakuri, Sujatha Alla Old Dominion
Enhancing End-to-End Multi-Task Dialogue Systems: A Study on Intrinsic Motivation Reinforcement Learning Algorithms for Improved Training and Adaptability. ICSC (2024)
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis. ICSC (2024)
Haoyan Liu, Nagma Vohra, Keith Bailey, Magda El-Shenawee, Alexander Nelson
Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise Annotations. ICSC (2024)
Mena Rizk, Daniela Rosu, Mark S. Fox
Semantic Computing for Organizational Effectiveness: From Organization Theory to Practice through Semantics-Based Modelling. ICSC (2024)
Halima Abukadah, Moghis Fereidouni, A. B. Siddique
Mapping Natural Language Intents to User Interfaces through Vision-Language Models. ICSC (2024)
Sanghoon Lee, Sai Chandana Koganti, InChan Hwang, Minjae Woo
Class Probability-guided Ensemble Learning-based Semantic Segmentation to Predict Cancerous Regions on Hematoxylin and Eosin-stained Images. ICSC (2024)
Amarjeet Singh, Subham Kumar, Srividya Bansal
NYC CrimeWatch: Crime Analysis Tool. ICSC (2024)
Jaelen Tarry, Xishuang Dong, Xiangfang Li, Lijun Qian, Leah Chance, Philip Morrone
Unsupervised Ensemble Semantic Segmentation for Foreground-Background Separation on Satellite Image. ICSC (2024)
Caio Viktor S. Avila, Vânia M. P. Vidal, Wellington Franco, Marco A. Casanova
Experiments with text-to-SPARQL based on ChatGPT. ICSC (2024)
Noel Ngu, Nathaniel Lee, Paulo Shakarian
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries. ICSC (2024)
Sheng-Jie Lin, Chien Chin Chen, Yung-Chun Chang
AMP-BiLSTM: An Enhanced Highlight Extraction Method Using Multi-Channel Bi-LSTM and Self-Attention in Streaming Videos. ICSC (2024)
Mayank Kejriwal
Designing Social Good Semantic Computing Architectures for the Long Tail: Case Studies, Evaluation, and Challenges. ICSC (2024)
Ken Fukuda, Takanori Ugai, Shusaku Egami, Kyoumoto Matsushita
Zero-Shot Query Experiments in Knowledge Graph Reasoning Challenge for Older Adults Safety. ICSC (2024)
Muhammad Shihab Rashid, Jannat Ara Meem, Vagelis Hristidis
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering. ICSC (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC (2024)
Akio Kobayashi, Shotaro Mori, Akira Hashimoto, Tetsuo Katsuragi, Takahiro Kawamura
Functional Food Knowledge Graph-based Recipe Recommendation System Focused on Lifestyle-Related Diseases. ICSC (2024)