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2025	Cognitive Networks and Text Analysis Identify Anxiety as a Key Dimension of Distress in Genuine Suicide Notes Big Data and Cognitive Computing Massimo Stella, Trevor James Swanson, Andreia Sofia Teixeira, Brianne N. Richson, Ying Li, Thomas T. Hills, Kelsie T. Forbush, David Watson
2025	EmoAtlas: An emotional network analyzer of texts that merges psychological lexicons, artificial intelligence, and network science Behavior Research Methods Alfonso Semeraro, Salvatore Vilella, Riccardo Improta, Edoardo Sebastiano De Duro, Saif M. Mohammad, Giancarlo Ruffo, Massimo Stella
2025	Narratives from GPT-derived networks of news and a link to financial markets dislocations International Journal of Data Science and Analytics Deborah Miori, Constantin Petrov
2025	Introducing CounseLLMe: A dataset of simulated mental health dialogues for comparing LLMs like Haiku, LLaMAntino and ChatGPT against humans Emerging Trends in Drugs, Addictions, and Health Edoardo Sebastiano De Duro, Riccardo Improta, Massimo Stella
2024	Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives Computers in Human Behavior Katherine Abramski, Luciana Ciringione, Giulio Rossetti, Massimo Stella
2023	VAD-assisted multitask transformer framework for emotion recognition and intensity prediction on suicide notes Information Processing & Management Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
2023	Cognitive network neighborhoods quantify feelings expressed in suicide notes and Reddit mental health communities Physica A: Statistical Mechanics and its Applications Simmi Marina Joseph, Salvatore Citraro, Virginia Morini, Giulio Rossetti, Massimo Stella
2023	Gender bias in ecosystem restoration: from science to practice Restoration Ecology Verónica Cruz‐Alonso, Loreto Martínez‐Baroja, Laura Marqués, Asun Rodríguez‐Uña, Zoë Rohrer, Navila Monteagudo, Elena Velado‐Alonso
2022	Knowledge Modelling and Learning through Cognitive Networks Big Data and Cognitive Computing Massimo Stella, Yoed N. Kenett
2022	Gender Stereotypes in Hollywood Movies and Their Evolution over Time: Insights from Network Analysis Big Data and Cognitive Computing Arjun M. Kumar, Jasmine Y. Q. Goh, Tiffany H. H. Tan, Cynthia S. Q. Siew
2022	Contextual Graph Attention Network for Aspect-Level Sentiment Classification Mathematics Yuqing Miao, Ronghai Luo, Lin Zhu, Tonglai Liu, Wanzhen Zhang, Guoyong Cai, Ming Zhou
2022	Cognitive Networks Extract Insights on COVID-19 Vaccines from English and Italian Popular Tweets: Anticipation, Logistics, Conspiracy and Loss of Trust Big Data and Cognitive Computing Massimo Stella, Michael S. Vitevitch, Federico Botta
2022	Cognitive networks detect structural patterns and emotional complexity in suicide notes Frontiers in Psychology Massimo Stella, Trevor J. Swanson, Ying Li, Thomas T. Hills, Andreia S. Teixeira
2022	Graph-Based Taxonomic Semantic Class Labeling Future Internet Tajana Ban Kirigin, Sanda Bujačić Babić, Benedikt Perak
2022	Disentangling the climate divide with emotional patterns: a network-based mindset reconstruction approach Earth System Dynamics Roger Cremades, Massimo Stella
2022	Cognitive Network Science for Understanding Online Social Cognitions: A Brief Review Topics in Cognitive Science Massimo Stella
2021	2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON) Charles Guillaume, Cecilia Nunez, Claudia Duran, Raul Carrasco, Diego Fuentealba
2021	PyPlutchik: Visualising and comparing emotion-annotated corpora PLOS ONE Alfonso Semeraro, Salvatore Vilella, Giancarlo Ruffo
2021	Revealing semantic and emotional structure of suicide notes with cognitive network science Scientific Reports Andreia Sofia Teixeira, Szymon Talaga, Trevor James Swanson, Massimo Stella
2021	DASentimental: Detecting Depression, Anxiety, and Stress in Texts via Emotional Recall, Cognitive Networks, and Machine Learning Big Data and Cognitive Computing Asra Fatima, Ying Li, Thomas Trenholm Hills, Massimo Stella
2020	#lockdown: Network-Enhanced Emotional Profiling in the Time of COVID-19 Big Data and Cognitive Computing Massimo Stella, Valerio Restocchi, Simon De Deyne
2020	Cognitive Network Science Reconstructs How Experts, News Outlets and Social Media Perceived the COVID-19 Pandemic Systems Massimo Stella
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