- 2023
- Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk
, Simon Johansson, Ethan Faghani:
Data-Driven Explainable Artificial Intelligence for Energy Efficiency in Short-Sea Shipping. ECML/PKDD (7) 2023: 226-241 - Arn Baudzus, Bin Li, Adnane Jadid, Emmanuel Müller:
The Good, The Bad, and The Average: Benchmarking of Reconstruction Based Multivariate Time Series Anomaly Detection. ECML/PKDD (7) 2023: 356-360 - Cássio Fraga Dantas, Thalita F. Drumond, Diego Marcos, Dino Ienco
:
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification. ECML/PKDD (7) 2023: 20-36 - Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Liang Wang, Zhongfang Zhuang, Junpeng Wang, Xin Dai, Yan Zheng, Wei Zhang:
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting. ECML/PKDD (7) 2023: 210-225 - Omar Faruque
, Francis Ndikum Nji, Mostafa Cham, Rohan Mandar Salvi, Xue Zheng, Jianwu Wang
:
Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data. ECML/PKDD (7) 2023: 90-105 - Felix Clemens Gail
, Roland Rieke
, Florian Fenzl
:
RulEth: Genetic Programming-Driven Derivation of Security Rules for Automotive Ethernet. ECML/PKDD (7) 2023: 192-209 - Mayank Goel, Venktesh Viswanathan, Vikram Goyal:
MWPRanker: An Expression Similarity Based Math Word Problem Retriever. ECML/PKDD (7) 2023: 372-377 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - Espen Haugsdal
, Sara Malacarne
, Massimiliano Ruocco
:
Circle Attention: Forecasting Network Traffic by Learning Interpretable Spatial Relationships from Intersecting Circles. ECML/PKDD (7) 2023: 106-121 - Jakob Hederich, Shreya Ghosh
, Zeyu He, Prasenjit Mitra:
Lumos in the Night Sky: AI-Enabled Visual Tool for Exploring Night-Time Light Patterns. ECML/PKDD (7) 2023: 340-344 - Hadi Hojjati
, Mohammadreza Sadeghi, Narges Armanfard:
Multivariate Time-Series Anomaly Detection with Temporal Self-supervision and Graphs: Application to Vehicle Failure Prediction. ECML/PKDD (7) 2023: 242-259 - Marcin Korcz, Dawid Plaskowski, Mateusz Politycki, Jerzy Stefanowski
, Alex Terentowicz:
PIQARD System for Experimenting and Testing Language Models with Prompting Strategies. ECML/PKDD (7) 2023: 320-323 - Fudong Lin
, Xu Yuan
, Yihe Zhang
, Purushottam Sigdel
, Li Chen
, Lu Peng
, Nian-Feng Tzeng
:
Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction. ECML/PKDD (7) 2023: 54-71 - Zhanyu Liu, Chumeng Liang, Guanjie Zheng, Hua Wei:
FDTI: Fine-Grained Deep Traffic Inference with Roadnet-Enriched Graph. ECML/PKDD (7) 2023: 174-191 - Pratik Maitra, Masahiro Kiji, Talal Riaz, Philip M. Polgreen, Alberto M. Segre, Sriram V. Pemmaraju, Bijaya Adhikari:
Cad2graph: Automated Extraction of Spatial Graphs from Architectural Drawings. ECML/PKDD (7) 2023: 315-319 - Kinal Mehta
, Anuj Mahajan
, Pawan Kumar
:
marl-jax: Multi-agent Reinforcement Leaning Framework for Social Generalization. ECML/PKDD (7) 2023: 300-304 - Michalis Mountantonakis
, Yannis Tzitzikas
:
Using Multiple RDF Knowledge Graphs for Enriching ChatGPT Responses. ECML/PKDD (7) 2023: 324-329 - Sander Noels
, Adriaan Merlevede
, Andrew Fecheyr, Maarten Vanhalst, Nick Meerlaen, Sébastien Viaene
, Tijl De Bie
:
Automated Financial Analysis Using GPT-4. ECML/PKDD (7) 2023: 345-349 - Chetraj Pandey
, Rafal A. Angryk
, Berkay Aydin
:
Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods. ECML/PKDD (7) 2023: 72-89 - Chung Park, Taesan Kim, Junui Hong, Minsung Choi, Jaegul Choo:
Pre-training Contextual Location Embeddings in Personal Trajectories via Efficient Hierarchical Location Representations. ECML/PKDD (7) 2023: 125-140 - Arian Prabowo
, Kaixuan Chen, Hao Xue
, Subbu Sethuvenkatraman
, Flora D. Salim
:
Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting. ECML/PKDD (7) 2023: 3-19 - Zac Pullar-Strecker, Xinglong Chang, Liam Brydon, Ioannis Ziogas, Katharina Dost
, Jörg Wicker
:
Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments. ECML/PKDD (7) 2023: 310-314 - Moreno La Quatra
, Salvatore Greco
, Luca Cagliero
, Tania Cerquitelli
:
Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) 2023: 361-365 - Ricardo Santos
, Bruno Ribeiro, Pedro Dias, Isabel Curioso, Pedro Madeira, Federico Guede-Fernández
, Jorge Santos, Pedro Coelho, Inês Sousa, Ana Londral:
A Risk Prediction Framework to Optimize Remote Patient Monitoring Following Cardiothoracic Surgery. ECML/PKDD (7) 2023: 366-371 - Aleksander Sawicki
, Khalid Saeed
:
Gait-Based Biometrics System. ECML/PKDD (7) 2023: 350-355 - Miguel E. P. Silva
, Bruno Veloso
, João Gama
:
Predictive Maintenance, Adversarial Autoencoders and Explainability. ECML/PKDD (7) 2023: 260-275 - Akihiro Tanaka
, Juniper Tyree
, Anton Björklund
, Jarmo Mäkelä
, Kai Puolamäki
:
χiplot: Web-First Visualisation Platform for Multidimensional Data. ECML/PKDD (7) 2023: 335-339 - Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Alexandre Reiffers-Masson, Sandrine Vaton, Vincent Lemaire:
An Interactive Interface for Novel Class Discovery in Tabular Data. ECML/PKDD (7) 2023: 295-299 - Wenyu Wu, Wenyi Shen, Jiali Mao, Lisheng Zhao, Shaosheng Cao, Aoying Zhou, Lin Zhou:
PICT: Precision-enhanced Road Intersection Recognition Using Cycling Trajectories. ECML/PKDD (7) 2023: 157-173 - Tao Wu, Kaixuan Zhu, Jiali Mao, Miaomiao Yang, Aoying Zhou:
TDCM: Transport Destination Calibrating Based on Multi-task Learning. ECML/PKDD (7) 2023: 276-292