Table of Contents

• Dealing with Imbalanced Data in Multi-class Network Intrusion Detection Systems Using XGBoostMalik Al-Essa, Annalisa Appice. 5-21 [doi]
• Adversarial Robustness of Probabilistic Network Embedding for Link PredictionXi Chen, Bo Kang, Jefrey Lijffijt, Tijl De Bie. 22-38 [doi]
• Practical Black Box Model Inversion Attacks Against Neural NetsThomas Bekman, Masoumeh Abolfathi, Jafar Haadi Jafarian, Ashis Biswas, Farnoush Banaei Kashani, Kuntal Das. 39-54 [doi]
• NBcoded: Network Attack Classifiers Based on Encoder and Naive Bayes Model for Resource Limited DevicesLander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia. 55-70 [doi]
• A Stacked Bidirectional LSTM Model for Classifying Source Codes Built in MPLsMd. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Raihan Kabir. 75-89 [doi]
• Metamorphic Malware Behavior Analysis Using Sequential Pattern MiningM. Saqib Nawaz, Philippe Fournier-Viger, M. Zohaib Nawaz, Guoting Chen, Youxi Wu. 90-103 [doi]
• Applying Machine Learning to Risk Assessment in Software ProjectsAndré Sousa, João Pascoal Faria, João Mendes-Moreira, Duarte Gomes, Pedro Castro Henriques, Ricardo Graça. 104-118 [doi]
• SampleFix: Learning to Generate Functionally Diverse FixesHossein Hajipour, Apratim Bhattacharyya, Cristian-Alexandru Staicu, Mario Fritz. 119-133 [doi]
• Linguistic Analysis of Stack Overflow Data: Native English vs Non-native English SpeakersJanneke Morin, Krishnendu Ghosh. 134-142 [doi]
• IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural Program SynthesisHossein Hajipour, Mateusz Malinowski, Mario Fritz. 143-157 [doi]
• Machine Learning for Intelligent Industrial DesignPhilippe Fournier-Viger, M. Saqib Nawaz, Wei Song 0004, Wensheng Gan. 158-172 [doi]
• Financial Forecasting with Word Embeddings Extracted from News: A Preliminary AnalysisLuca Barbaglia, Sergio Consoli, Susan Wang. 179-188 [doi]
• On Neural Forecasting and News Emotions: The Case of the Spanish Stock MarketSergio Consoli, Matteo Negri, Amirhossein Tebbifakhr, Elisa Tosetti, Marco Turchi. 189-194 [doi]
• Adaptive Supervised Learning for Financial Markets Volatility Targeting ModelsEric Benhamou, David Saltiel, Serge Tabachnik, Corentin Bourdeix, François Chareyron, Beatrice Guez. 195-209 [doi]
• Efficient Analysis of Transactional Data Using Graph Convolutional NetworksHamish Hall, Pedro Baiz, Philip Nadler. 210-225 [doi]
• A Reasoning Approach to Financial Data Exchange with Statistical ConfidentialityLuigi Bellomarini, Livia Blasi, Rosario Laurendi, Emanuel Sallinger. 226-231 [doi]
• Forecasting Longevity for Financial Applications: A First Experiment with Deep Learning MethodsJorge M. Bravo. 232-249 [doi]
• Ensuring the Inclusive Use of NLP in the Global Response to COVID-19Alexandra Sasha Luccioni, Katherine Hoffmann Pham, Cynthia Sin Nga Lam, Joseph Aylett-Bullock, Miguel A. Luengo-Oroz. 259-266 [doi]
• A Framework for Building pro-bono Data for Good ProjectsMiguel José Monteiro, Paulo Maia. 267-282 [doi]
• Improving Smart Waste Collection Using AutoMLSónia Teixeira, Guilherme Londres, Bruno Veloso, Rita P. Ribeiro, João Gama 0001. 283-298 [doi]
• Applying Machine Learning for Traffic Forecasting in Porto, PortugalPaulo Maia, Joana Morgado, Tiago Gonçalves, Tomé Albuquerque. 299-308 [doi]
• IRLCov19: A Large COVID-19 Multilingual Twitter Dataset of Indian Regional LanguagesDeepak Uniyal, Amit Agarwal 0005. 309-324 [doi]
• Automated ESG Report Analysis by Joint Entity and Relation ExtractionAdrien Ehrhardt, Minh Tuan Nguyen. 325-340 [doi]
• Hate Speech Detection in ClubhouseHadi Mansourifar, Dana Alsagheer, Reza Fathi, Weidong Shi, Lan Ni, Yan Huang. 341-351 [doi]
• Error Variance, Fairness, and the Curse on MinoritiesEmma Beauxis-Aussalet. 352-365 [doi]
• Embed Wisely: An Ensemble Approach to Predict ICD CodingPavithra Rajendran, Alexandros Zenonos, Joshua Spear, Rebecca Pope. 371-389 [doi]
• 1-Regularized Neural Ranking for Risk Stratification and Its Application to Prediction of Time to Distant Metastasis in Luminal Node Negative Chemotherapy Naïve Breast Cancer PatientsFayyaz A. Minhas, Michael S. Toss, Noor ul Wahab, Emad Rakha, Nasir M. Rajpoot. 390-400 [doi]
• Extracting Multilingual Relations with Joint Learning of Language ModelsNuria García-Santa, Kendrick Cetina. 401-407 [doi]
• Supervised Clustering for Subgroup Discovery: An Application to COVID-19 SymptomatologyAidan Cooper, Orla Doyle, Alison Bourke. 408-422 [doi]
• Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change Detection Using Radiology Report ClassificationTommaso Di Noto, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi. 423-436 [doi]
• All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain LearningMuhammad Dawood, Kim Branson, Nasir M. Rajpoot, Fayyaz ul Amir Afsar Minhas. 437-450 [doi]
• Explaining a Random Survival Forest by Extracting Prototype RulesKlest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens. 451-458 [doi]
• Federated Learning of Oligonucleotide Drug Molecule Thermodynamics with Differentially Private ADMM-Based SVMShirin Tavara, Alexander Schliep, Debabrota Basu. 459-467 [doi]
• Mining Medication-Effect Relations from Twitter Data Using Pre-trained Transformer Language ModelKeyuan Jiang, Dingkai Zhang, Gordon R. Bernard. 468-478 [doi]
• A Scalable AI Approach for Clinical Trial Cohort OptimizationXiong Liu 0001, Cheng Shi, Uday Deore, Yingbo Wang, Myah Tran, Iya Khalil, Murthy V. Devarakonda. 479-489 [doi]
• Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event MentionsPallika Kanani, Virendra J. Marathe, Daniel W. Peterson, Rave Harpaz, Steve Bright. 490-505 [doi]
• Building Appliances Energy Performance AssessmentZygimantas Jasiunas, Pedro M. Ferreira 0001, José Cecílio. 511-524 [doi]
• Drilling a Large Corpus of Document Images of Geological Information ExtractionJean-Louis Debezia, Mélodie Boillet, Christopher Kermorvant, Quentin Barral. 525-530 [doi]
• Data Envelopment Analysis for Energy Audits of Housing PropertiesSushodhan Vaishampayan, Aditi Pawde, Akshada Shinde, Manoj Apte, Girish Keshav Palshikar. 531-545 [doi]
• A Comparative Study on Machine Learning Algorithms for Assessing Energy Efficiency of BuildingsChristian Nnaemeka Egwim, Oluwapelumi Oluwaseun Egunjobi, Alvaro Gomes, Hafiz Alaka. 546-566 [doi]
• Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural NetworksFrederico Apolónia, Pedro M. Ferreira 0001, José Cecílio. 567-579 [doi]