Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021
Gao Cong, Maya Ramanath (Editors)
- Anthology ID:
- 2021.cikm_workshop-2021w
- Year:
- 2021
- Venue:
- cikm_workshop
- Publisher:
- CEUR-WS.org
- URL:
- https://ceur-ws.org/Vol-3052
- DBLP:
- conf/cikm/2021w
A Closer Look at Evaluation Measures for Ordinal Quantification
Tetsuya Sakai
A Privacy Framework for Hierarchical Federated Learning
Debmalya Biswas
|
Krishnamurthy Vidyasankar
A Privacy-aware Computation Offloading Method for Virtual Reality Application
Kai Peng
|
Peichen Liu
|
Tao Huang
A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies
Evelyn Navarrete
|
Anett Hoppe
|
Ralph Ewerth
A Triangulation Perspective for Search as Learning
Nilavra Bhattacharya
|
Jacek Gwizdka
A Variational U-Net for Weather Forecasting
Pak Hay Kwok
|
Qi Qi
A graph neural network for fuzzy Twitter graphs
Georgios Drakopoulos
|
Eleanna Kafeza
|
Phivos Mylonas
|
Spyros Sioutas
ADOR: A New Medical Dataset for Sentiment-based IR
Mohammad Bahrani
|
Thomas Roelleke
An Entropy Heuristic to Optimize Decision Diagrams for Index-driven Search in Biological Graph Databases
Nicola Licheri
|
Elvio Amparone
|
Vincenzo Bonnici
|
Rosalba Giugno
|
Marco Beccuti
An Improved Method of Automated Nonparametric Content Analysis for Social Science
Gary King
|
Connor Jerzak
|
Anton Strezhnev
An Intelligent Mediation Platform for Smart Contracts in Blockchain
Irene Kafeza
Black-Box Adversarial Entry in Finance through Credit Card Fraud Detection
Akshay Agarwal
|
Nalini K. Ratha
Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy
Lian Liu
|
Danfeng Hong
|
Lianru Gao
Commonsense Reasoning: How do Neuro-Symbolic and Neuro-only Approaches Compare?
Ruben Branco
|
António Branco
|
João M. Silva
|
João Rodrigues
Convolutional Neural Network-based a Novel Deep Trend Following Strategy for Stock Market Trading
Jagdish Chakole
|
Manish P. Kurhekar
Domain-Specific Modeling of User Knowledge in Informational Search Sessions
Rui Tang
|
Ran Yu
|
Markus Rokicki
|
Ralph Ewerth
|
Stefan Dietze
Efficient Spatio-temporal Weather Forecasting Using U-Net
Akshay Punjabi
|
Pablo Izquierdo-Ayala
End-to-End CNN-CRFs for Multi-date Crop Classification Using Multitemporal Remote Sensing Image Sequences
Laura Elena Cue La Rosa
|
Dário Augusto Borges Oliveira
|
Raul Queiroz Feitosa
Explainable and Personalized Privacy Prediction
Preetam Prabhu Srikar Dammu
|
Srinivasa Rao Chalamala
|
Ajeet Kumar Singh
FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity Clusters
Fabian Lehmann
|
David Frantz
|
Sören Becker
|
Ulf Leser
|
Patrick Hostert
Graph Neural Sparsification for Hyperspectral Image Classification with Local and Global Consistency
Haojie Hu
|
Minli Yao
|
Fang He
|
Fenggan Zhang
Histogram-based Deep Neural Network for Quantification
Pablo González
|
Juan José del Coz
Hyperspectral Anomaly Detection based on Low-rank Structure Exploration
Shizhen Chang
|
Pedram Ghamisi
Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning Ones
Behnood Rasti
|
Pedram Ghamisi
Interpretable Electronic Transfer Fraud Detection with Expert Feature Constructions
Yu-Yen Hsin
|
Tian-Shyr Dai
|
Yen-Wu Ti
|
Ming-Chuan Huang
Interpretable and Robust Face Verification
Preetam Prabhu Srikar Dammu
|
Srinivasa Rao Chalamala
|
Ajeet Kumar Singh
|
Bayya Yegnanarayana
Knowledge Driven Approach to Auto-Generate Digital Twins for Industrial Plants
Amar Banerjee
|
Subhrojyoti C.
|
Barnali B.
|
Dhankshinamoorthy R.
|
Rajesh N.
|
Venkatesh Choppella
Knowledge Injection via ML-based Initialization of Neural Networks
Lars Hoffmann
|
Christian Bartelt
|
Heiner Stuckenschmidt
L1 and L2 Regularized Deep Residual Network Model for Automated Detection of Myocardial Infarction (Heart Attack) Using Electrocardiogram Signals
Arijit Ukil
|
Leandro Marín
|
Antonio J. Jara
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning
Yaoming Cai
|
Yan Liu
|
Zijia Zhang
|
Zhihua Cai
|
Xiaobo Liu
LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems
Andrea Esuli
|
Alejandro Moreo
|
Fabrizio Sebastiani
Machine Learning Methods for Detecting Fraud in Online Marketplaces
Raoul Dekou
|
Sabljic Savo
|
Simon Kufeld
|
Diana Francesca
|
Ricardo Kawase
Machine Learning Model Development for Space Weather Forecasting in the Ionosphere
Randa Natras
|
Michael Schmidt
Measuring Software Security Using Improved CWE Base Score
Sabrina Mamtaz Nourin
|
Foteini C. Argiropoulos
|
George Karabatis
Minimising Quantifier Variance under Prior Probability Shift
Dirk Tasche
Mixture Proportion Estimation in Weakly Supervised Learning
Masashi Sugiyama
Multi-scale Agent-based Models in Immunology. A Short Review
Marzio Pennisi
On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data Analysis
Catherine Taelman
|
Saloua Chlaily
|
Eduard Khachatrian
|
Fons van der Sommen
|
Andrea Marinoni
On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case Study
Wolfgang Gritz
|
Anett Hoppe
|
Ralph Ewerth
PROVENANCE: An Intermediary-Free Solution for Digital Content Verification
Bilal Yousuf
|
M. Atif Qureshi
|
Brendan Spillane
|
Gary Munnelly
|
Oisín Carroll
|
Matthew Runswick
|
Kirsty Park
|
Owen Conlan
|
Jane Suiter
Pitfalls in Quantification Assessment
Waqar Hassan
|
André Gustavo Maletzke
|
Gustavo Batista
Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery
Ming Lu
|
Leyuan Fang
|
Yi Zhang
Powering COVID-19 Community Q&A with Curated Side Information
Manisha Verma
|
Kapil Thadani
|
Shaunak Mishra
QuaPy: A Publicly Available Python-Based Software Library for Quantification
Alejandro Moreo
|
Andrea Esuli
|
Fabrizio Sebastiani
Region-Growing Fully Convolutional Networks for Hyperspectral Image Classification with Point-Level Supervision
Yonghao Xu
|
Pedram Ghamisi
SURF based Security of Remote Sensing Images by Encrypted Watermark
Uzair Aslam Bhatti
|
Zhaoyuan Yu
|
Linwang Yuan
|
Saqib Ali Nawaz
|
Mughair Aslam Bhatti
Solving Unconverged Learning of Pairs Trading Strategies with Representation Labeling Mechanism
Wei-Lun Kuo
|
Tian-Shyr Dai
|
Wei-Che Chang
Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting
Alabi Bojesomo
|
Hasan Al-Marzouqi
|
Panos Liatsis
Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast Challenge
Jussi Leinonen
Syntactic Knowledge-Infused Transformer and BERT Models
Dhanasekar Sundararaman
|
Vivek Subramanian
|
Guoyin Wang
|
Shijing Si
|
Dinghan Shen
|
Dong Wang
|
Lawrence Carin
The Use of the Twitter Graphs for Analysing User Emotion for Business
Gerasimos Rompolas
|
Konstantina Karavoulia
Towards Geographical Aware Neural Networks for Geospatial Vector Data: A Case Study on Land Use and Land Cover Classification
Marvin Mc Cutchan
|
Ioannis Giannopoulos
Towards Very-Low Latency Storm Nowcasting through AI-Based On-Board Satellite Data Processing
Robert Hinz
|
Álvaro Morón
|
Juan Ignacio Bravo
|
Murray Kerr
|
Cecilia Marcos
|
Antonio Latorre
|
Francisco Membibre
Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution Samples
Iain Rolland
|
Andrea Marinoni
|
Sivasakthy Selvakumaran
Utilizing UNet for the Future Weather Prediction: Weather4cast 2021
Sungbin Choi