A Statistical-Relational Activity Recognition Framework for Ambient Assisted Living Systems. - Rim Helaoui; Mathias Niepert; Heiner Stuckenschmidt (ISAmI, 2010)

Towards a proactive system based on activity recognition. - Rim Helaoui (PerCom Workshops, 2010)

Recognizing interleaved and concurrent activities: A statistical-relational approach. - Rim Helaoui; Mathias Niepert; Heiner Stuckenschmidt (PerCom, 2011)

Recognizing interleaved and concurrent activities using qualitative and quantitative temporal relationships. - Rim Helaoui; Mathias Niepert; Heiner Stuckenschmidt (Pervasive Mob. Comput., 2011)

A probabilistic ontological framework for the recognition of multilevel human activities. - Rim Helaoui; Daniele Riboni; Heiner Stuckenschmidt (UbiComp, 2013)

Fine-grained recognition of abnormal behaviors for early detection of mild cognitive impairment. - Daniele Riboni; Claudio Bettini; Gabriele Civitarese; Zaffar Haider Janjua; Rim Helaoui (PerCom, 2015)

Extended Report: Fine-grained Recognition of Abnormal Behaviors for Early Detection of Mild Cognitive Impairment. - Daniele Riboni; Claudio Bettini; Gabriele Civitarese; Zaffar Haider Janjua; Rim Helaoui (CoRR, 2015)

Probabilistic scoring of validated insights for personal health services. - Aki Härmä; Rim Helaoui (SSCI, 2016)

SmartFABER: Recognizing fine-grained abnormal behaviors for early detection of mild cognitive impairment. - Daniele Riboni; Claudio Bettini; Gabriele Civitarese; Zaffar Haider Janjua; Rim Helaoui (Artif. Intell. Medicine, 2016)

User-Independent Recognition of Sports Activities From a Single Wrist-Worn Accelerometer: A Template-Matching-Based Approach. - Jenny Margarito; Rim Helaoui; Anna M. Bianchi; Francesco Sartor; Alberto G. Bonomi (IEEE Trans. Biomed. Eng., 2016)

On Leveraging Statistical and Relational Information for the Representation and Recognition of Complex Human Activities. - Rim Helaoui (2016)

Couch potato or gym addict? Semantic lifestyle profiling with wearables and knowledge graphs. - Natalia Díaz Rodríguez; Aki Härmä; Ignacio Huitzil; Fernando Bobillo; Umberto Straccia; Rim Helaoui (AKBC@NIPS, 2017)

Analysis of Topic Propagation in Therapy Sessions Using Partially Labeled Latent Dirichlet Allocation. - Ilyas Chaoua; Sergio Consoli; Aki Härmä; Rim Helaoui; Diego Reforgiato Recupero (AIH@IJCAI (Revised Selected Papers), 2018)

Detecting and tracking ongoing topics in psychotherapeutic conversations. - Ilyas Chaoua; Diego Reforgiato Recupero; Sergio Consoli; Aki Härmä; Rim Helaoui (AIH@IJCAI, 2018)

Interactive health insight miner: an adaptive, semantic-based approach. - Isabel Funke; Rim Helaoui; Aki Härmä (INLG, 2018)

Towards Detecting Need for Empathetic Response in Motivational Interviewing. - Zixiu Wu; Rim Helaoui; Vivek Kumar 007; Diego Reforgiato Recupero; Daniele Riboni (ICMI Companion, 2020)

TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study. - Danilo Dessì; Rim Helaoui; Vivek Kumar 007; Diego Reforgiato Recupero; Daniele Riboni (SmartPhil@IUI, 2020)

Towards a Generalised Framework for Behaviour Insight Mining (short paper). - Allmin Pradhap Singh Susaiyah; Aki Härmä; Ehud Reiter; Rim Helaoui; Milan Petkovic (SmartPhil@IUI, 2020)

Ensembling Classical Machine Learning and Deep Learning Approaches for Morbidity Identification From Clinical Notes. - Vivek Kumar 007; Diego Reforgiato Recupero; Daniele Riboni; Rim Helaoui (IEEE Access, 2021)

Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues. - Zixiu Wu; Simone Balloccu; Vivek Kumar 007; Rim Helaoui; Ehud Reiter; Diego Reforgiato Recupero; Daniele Riboni (ICASSP, 2022)

Towards Automated Counselling Decision-Making: Remarks on Therapist Action Forecasting on the AnnoMI Dataset. - Zixiu Wu; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (INTERSPEECH, 2022)

K-LM: Knowledge Augmenting in Language Models Within the Scholarly Domain. - Vivek Kumar 007; Diego Reforgiato Recupero; Rim Helaoui; Daniele Riboni (IEEE Access, 2022)

Are Experts Needed? On Human Evaluation of Counselling Reflection Generation. - Zixiu Wu; Simone Balloccu; Ehud Reiter; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (ACL (1), 2023)

How Do You Feel? Information Retrieval in Psychotherapy and Fair Ranking Assessment. - Vivek Kumar 007; Giacomo Medda; Diego Reforgiato Recupero; Daniele Riboni; Rim Helaoui; Gianni Fenu (BIAS, 2023)

Towards Effective Automatic Evaluation of Generated Reflections for Motivational Interviewing. - Zixiu Wu; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (ICMI Companion, 2023)

Creation, Analysis and Evaluation of AnnoMI, a Dataset of Expert-Annotated Counselling Dialogues. - Zixiu Wu; Simone Balloccu; Vivek Kumar 007; Rim Helaoui; Diego Reforgiato Recupero; Daniele Riboni (Future Internet, 2023)

PhilHumans: Benchmarking Machine Learning for Personal Health. - Vadim Liventsev; Vivek Kumar 007; Allmin Pradhap Singh Susaiyah; Zixiu Wu; Ivan Rodin; Asfand Yaar; Simone Balloccu; Marharyta Beraziuk; Sebastiano Battiato; Giovanni Maria Farinella; Aki Härmä; Rim Helaoui; et al. (CoRR, 2024)