Israel Data Science and AI Initiative 3rd Annual Conference
June 2-4, 2024
Poster Division by Dates
Sunday, 2.6.2024
| Posters Session 1: |
|---|
| A Framework for Features Selection in Fat Datasets Using External Knowledge Integration | Kartheeswaran Thangathurai |
| Machine Learning-Guided Optimization of Enantioselective Pd-Catalyzed Metal Walk Deracemization | Eden Specktor |
| The Collective Posterior Distribution and Its Application in Simulation-Based Inference from Highly Variable Experimental Replicates | Nadav Ben Nun |
| Prediction of Active CRISPR/Cas9 Off Target Cleavage Sites by Sequence and Epigenetic Marks Using Deep Neural Networks | Alon Luboshitz |
| Neural Additive Models for Predicting Human Behavior | Eyal Marantz |
| Improving Hospital Outpatient Clinics Appointment Schedules by Prediction Models | Onn Shehory |
| Large Language Models and Complex Narrative Understanding Tasks: Is It The End for Crowdwork Based Research? | Armin Shmilovici |
| Shortening the CDI Early Language Assessment Using Machine Learning | Hagit Hel-Or |
| Perceptual-based Classification of Anxiety and Depression Disorders Using Augmented Tabular Data | Yuval Samoilov-Katz |
| Utilizing Deep Learning to Detect Connectivity Variations in Intracranial EEG (iEEG) Across Different States in the Brain | Hodaya Eden Pinian |
| Understanding and Mitigating Stellar Activity Problem in Exoplanet Detection Using Machine Learning | Mangesh Daspute |
| Nonlinear Self-Calibrated Spectrometer with Single GeSe-InSe Heterojunction Device | Rana Darweesh |
| (In)Equality in the Local Education Finance Policy: Semantic Networks Analysis in Decision-Making Processes | Ruth Meoded |
| Anna Karenina Strikes Again: Pre-Trained LLM Embeddings Favor High-Performing Learners | Abigail Gurin Schleifer |
| Curriculum Estimation: The Weak Oracle and Elimination Algorithm | Omer Cohen |
| DSE: Deep Spectral Embedding | Nir Ben-Ari |
| Image-based Molecular Representation Learning for Chemical Properties Prediction in Organic Reaction Catalysis | Yonatan Harnik |
| Time-Based TF-IDF (tTF-IDF): Enhancing Text Analysis with Temporal Relevance | Avi Treistman |
| DEPTH: Discourse Education through Pre-Training Hierarchically | Zachary Bamberger |
| Text Summarization Evaluation: Unveiling the Logarithmic Loss Gain of a Language Model through Lossless Compression | Dana Levin |
| Reference Extraction from Hebrew/Aramaic Responsa | Menachem Sperka |
| Assessing User Trust In LLM-Powered Chatbots | Diana Bar-or Nirman |
| Root Length Estimation: MR Image Analysis with Convolutional Networks (CNNs) without Segmentation | Faina Horoshevsky |
| Factors Influencing Academic Success in Degree Attainment | Dror Myghaz |
| Offensive Language Detection in Bengali, Bodo, and Assamese: A Comparative Study Using Classical Machine Learning and Deep Learning Methods | Avital Prives Rozenthal |
| Machine Education Approach For Country-Scale High Resolution Air Pollution Modeling | Avitay Geltman |
| Polarimetric Computer Vision and Deep Learning Method for Spatio-temporal Water Waves Reconstruction | Noam Ginio |
| Transcending Traditional Paleography Through Computational Analysis | Berat Kurar & Sharva Gogawale |
| A Single Molecule Or Emergent Collective Properties: A Comprehensive Study Using Artificial Intelligence | Itamar Wallwater |
| Can Large Language Models Augment a Biomedical Ontology with missing Concepts and Relations? | Mor Peleg & Antonio Zaitoun |
| Clickbait Detection in Hebrew | Chaya Liebeskind & Talya Natanya |
Monday, 3.6.2024
| Poster Session 2 : |
|---|
| Rethinking Feature Selection: A Comprehensive Analysis of its I | Itamar Elmakias |
| FundusQ-Net: A Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading | Or Abramovich |
| Unsupervised and Supervised Method for Batch Effect Removal | Avraham Harrar |
| Deep Learning for Children's Sleep Staging from Photoplethysmography: A Transfer Learning Approach from Adults to Children | Sharon Haimov |
| Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Geography, Ages and Sexes | Shany Biton-Brimer |
| LIBERTy: An Interventional Benchmark For Concept-Level Explanation Methods of NLP Models | Gilat Toker |
| Leveraging Character N-grams for Sentiment Analysis: Depression Detection in Hebrew as A Test Case | Ron Keinan |
| Unveiling Bitter Taste Receptor Interactions: A Natural Language Processing Approach for Ligand Interactions Prediction and Cross-Species Perception | Moran David |
| Domain-Based Strategies for Targeted Masking: Enhancing Foundation Models in Single-Cell RNA-Sequencing | Alon Hacohen |
| Enhanced Prediction of DNA Regulatory Elements In Low-Resource Datasets: An Adaptor Fusion Approach | Nataliya Logvina |
| RNA Editing Enzyme Nuclear Localization Is Regulated to Control Its Substrate Selection | Berta Eliad |
| CPLLM: Clinical Prediction with Large Language Models | Ofir Ben Shoham |
| Incorporating the Spiral of Silence Into Ppinion Dynamics | Shir Mamaia |
| Harnessing Cloud Computing for Big Data Processing and Accessibility in Time Domain Astronomy | Bisi Ogunwale |
| Leveraging Trained Neural Networks for Homogeneity Assessment: Two-Sample Testing at the Neuron Level | Roni Ben Dom, Ron Darmon |
| Optimization of Computational Ghost Imaging Using Deep Neural Networks | Mor Hale |
| A Large Language Model Goes to Hollywood - A Proppian Analysis of Movie Plots | Milka Kaplan |
| Early Detection of Depression Using Machine Learning and Deep Learning Methods | Yair Yigal |
| Gender-based Differences in the Non-Official Political Russian Media Participants Using YouTube and AI | Michael Freedman |
| Diffusion Lens | Michael Toker |
| Autonomous Agent for Interrogation | Merav Chkroun |
| Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models | Alon Jacoby |
| A Multi-viewpoint Spectrum as a New Paradigm for Inter-actor Relationships’ Analysis in Non-social Textual Corpora: The Case of the UN General Debate Corpus | Efrat Miller-Rotem |
| Augmenting Reaction Scope by Classification | Inbal Lorena Eshel |
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